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$3 Trillion S&P 500 Gatecrashers

HAVE YOU GIVEN any thought to what's about to happen to your S&P 500 tracker? Three enormous IPOs are expected later this year: SpaceX, OpenAI, and Anthropic. Based on their most recent private transactions, SpaceX appears to be valued at around $1.25 trillion, OpenAI at roughly $800 billion, and Anthropic at approximately $380 billion. Combined, we could be looking at close to $3 trillion in private market value that wants to go public. To put that in perspective, the entire S&P 500 is worth roughly $60 trillion. That's not a routine year for markets. That could be a very large event indeed. I suspect the vast majority of people with money sitting in a tracker fund have absolutely no idea it's coming. Those that do might have read some of the more sensational claims I've seen about immediate, disruptive wholesale change to the S&P 500. I think those articles are getting ahead of themselves. These companies might not automatically land in your S&P 500 tracker the day they list. The index has hard rules, and two of them seem particularly relevant. A company generally needs to have been profitable for four consecutive quarters before it qualifies. OpenAI and Anthropic are both, as far as we can tell, burning through enormous amounts of capital. They may well not meet that bar at IPO. There's also a float requirement, where roughly half of a company's outstanding shares typically need to be publicly tradeable. These businesses will almost certainly debut with tiny floats, possibly somewhere between 5% and 10% of shares in public hands. That could disqualify them from day one. SpaceX is possibly the closest to profitability of the three, but the float issue likely applies across the board. One area of uncertainty is the selection committee. This has some discretion around the inclusion of larger IPOs. They could choose to move faster than the rules imply. So the story might not be your tracker being immediately and dramatically restructured. The story could be more drawn out than that, and perhaps more interesting for it. What does this mean in the short term? I can only offer informed speculation. To my mind, volatility seems likely around the listings themselves. Not necessarily because of forced index rebalancing, but because the float issue creates its own kind of pressure. Enormous companies carrying enormous implied valuations, but only a sliver of shares in circulation. Limited supply, near-unlimited institutional demand, and a market full of retail investors who've been reading about these companies for years and finally get their shot. I would guess we should expect wild price swings during those early trading days, though I could be wrong about the scale of it. Rotation risk is worth watching too, I think. Investors might pull money out of existing AI bets, the likes of Nvidia and Microsoft, and move it directly into OpenAI and Anthropic the moment they're publicly available. If that happens, the stocks that have driven your tracker's returns for the last three years could face sustained selling pressure, not because anything's wrong with those businesses, but simply because a shinier, newer version of the same trade has just arrived. A throwaway thought for anyone holding individual shares rather than trackers. The companies most at risk of ejection are those sitting at the bottom of the index. When a business loses its S&P 500 membership, every passive fund becomes an automatic seller. That can hit the share price hard, nothing wrong with the company, just forced selling as a side effect of something big happening at the very top. Worth knowing if any of those smaller names are in your portfolio. Medium term it could get more interesting still. If and when these companies do meet the profitability and float requirements, which could, I think, be years after their IPOs rather than months, every S&P 500 tracker on the planet becomes an automatic buyer. Hundreds of billions flowing into SpaceX, OpenAI and Anthropic whether fund managers want it or not. The mechanics of passive investing would turn every tracker holder into an investor in these three companies with absolutely no say in the matter. That's the bit people rarely stop to think about. Passive investing isn't neutral. It just means someone else is making your decisions for you. Then I come to the big question: do these businesses actually deserve these valuations? It's worth noting that every major IPO of recent years has tended to trade down from its private valuation once the public gets a proper look at the books. The venture capital guys who set those private prices aren't always right, and public markets have a habit of finding that out fairly quickly. If the same happens here, your tracker should hopefully be buying them at a fair price by the time they filter into the realm of inclusion within that tracker. It has to be said, that's not guaranteed. I'm not trying to be alarmist. These aren't penny stocks being hyped and I think that matters. OpenAI's revenue had already surpassed $20 billion by the end of 2025. SpaceX is targeting what could be the largest public offering in history. Anthropic has BlackRock, Blackstone, Microsoft and Nvidia on its books. These are real businesses generating real money with the biggest and most sophisticated names in global finance and technology behind them. That doesn't make them cheap at these prices, but it does make them a very different proposition from the usual IPO hype cycle. The bottom line for the average investor? We probably don't need to do anything dramatic. But it doesn't hurt to understand that the passive, set-and-forget vehicle you own may look quite different over the next few years, not necessarily in a single sudden lurch, but gradually, as these companies either earn their way into the index or don't. The index you bought into always changes but the next few years will definitely see bigger changes than normal. If nothing else, it'll be interesting to see what happens going forward…Eyes open.
Mark Crothers is a retired small business owner from the UK with a keen interest in personal finance and simple living. Married to his high school sweetheart, with daughters and grandchildren, he knows the importance of building a secure financial future. With an aversion to social media, he prefers to spend his time on his main passions: reading, scratch cooking, racket sports, and hiking.
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AI, Bubbles, and Markets

IN AN INTERVIEW a little while back, the technology investor Peter Thiel drew an uncomfortable comparison. Today’s frenzy around artificial intelligence, he said, parallels the tech stock bubble of the 1990s. To illustrate his point, Thiel pointed to Amazon. By any measure, it’s been an extraordinary success. But, Thiel points out, it hasn’t been a straight line. At one point early on, Amazon shares lost more than 90% of their value. “My suspicion is that that’s roughly where we are in AI. It’s correct as a technology, but extremely bubbly and crazed…” Thiel explained that he doesn’t doubt the importance of artificial intelligence as a technology. What he’s questioning is how these technologies are being financed. Of particular concern are financing deals in the AI ecosystem that are seemingly circular. Nvidia, for example, has invested as much as $100 billion into ChatGPT maker OpenAI, at the same time that OpenAI has committed to spending billions on Nvidia’s chips. Similarly, OpenAI signed an agreement with AMD, another chip maker, to buy tens of billions of dollars of its chips while also buying a stake in the company. Transactions like this call into question whether these companies can continue to generate earnings at the same rapid pace. Compounding this concern, market valuations are elevated. On a price-to-earnings (P/E) basis, the S&P 500 is trading at 21 times estimated earnings. That’s quite a bit above the long-term average of 16 and thus represents a risk. If investors cool on AI, both earnings estimates and P/E multiples would likely drop at the same time, causing share prices to take two steps down.  How unusual is this situation, and how concerned should we be about it? It turns out these are questions economists have been studying—and struggling with—for years. Probably the most well known research on the topic dates to the 1970s, when economist Hyman Minsky developed what he called the Financial Instability Hypothesis.  This is how Minsky described it: “A fundamental characteristic of our economy is that the financial system swings between robustness and fragility and these swings are an integral part of the process that generates business cycles.” Booms and busts, in other words, are inevitable. Why? Paradoxically, Minsky said, financial stability causes financial instability. That’s because periods of financial stability lead people to become overconfident and to assume that the good times will last forever. But that overconfidence leads to complacence and to a lack of financial discipline, especially among lenders. That then causes debt levels to rise. What happens next? Writing in Manias, Panics and Crashes, Charles Kindleberger explains that there’s typically a canary in the coal mine that causes investor sentiment to shift. Often, it’s the unexpected failure of a bank or other institution. That’s why it caught people’s attention in February when Blue Owl Capital, which operates private credit funds and has helped finance AI data centers, announced that it was halting redemptions from one of its funds. Looking at more recent research, economist Bill Janeway agrees with Minsky on the causes of bubbles but argues that they’re not all bad. He talks about “productive bubbles.” As an example, he points to the market bubbles surrounding the development of the British railway system in the 1830s and 1840s. Much like the 1990s tech bubble in the United States, investors piled into railway stocks, causing prices to spike to irrational levels. Overbuilding ensued, and that led to a number of bankruptcies. Despite the financial losses, Janeway believes the railway bubble was productive. That’s for the simple reason that, at the end of the day, the tracks were laid. Yes, there were excesses, but Janeway sees no alternative. Investor enthusiasm acts as a sort of subsidy for early-stage, uncertain technologies that the market wouldn’t otherwise finance. The evidence certainly supports Janeway’s argument. The market does a very poor job picking winners. Janeway notes that essentially the same thing happened in the 1920s, when investors piled into companies working to build out the electricity grid in the U.S. There was massive over-investment, which led to bankruptcies. But in the end, electrification projects were completed much more quickly than they might have been otherwise. The key lesson: When market bubbles roll around, we shouldn’t be surprised. They’re inevitable. And over the long term, they’re arguably a good thing, enabling technology to move forward. Nevertheless, when bubbles burst, it’s unnerving. And indeed, in Janeway’s view, the same thing will likely happen with AI stocks. If Janeway is right, how can you prepare? The solution, in my view, is straightforward: Instead of trying to guess when the AI—or any other—bubble might burst, investors should take the view that the market could drop at any time. Then structure your portfolio accordingly.  There’s more than one way to approach this, but in my view, it’s a simple two-step process: First, make sure you’re diversified at the asset class level, with enough stowed in short-term bonds or cash to carry you through a multi-year market downturn. Then go one level deeper, auditing your stock holdings for individual stocks or funds overly exposed to any one corner of the market. And if you’re in a private fund—especially a private credit fund—I’d identify the nearest exit.   Adam M. Grossman is the founder of Mayport, a fixed-fee wealth management firm. Sign up for Adam's Daily Ideas email, follow him on X @AdamMGrossman and check out his earlier articles.
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My Favorite Rx

"I never use the interview and go directly to forms mode."
- Randy Dobkin
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America Doesn’t Just Do Layoffs. It’s Fallen in Love With Them

"Jeff, indeed I think the suicide counseling is very rare. I believe I know what you're referring to about the questionnaire from the medical office. I see it on my annual Medicare Wellness Visit. Some companies are not very tactful when having to let go of a group of employees. I recall hearing about a meeting with a group of engineers when it was announced which of those would be let go as they went around the table...right in front of everyone including those not losing their job. A real class act from upper management."
- Olin
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Forget the 4% rule.

"A few years ago I concluded I was under withdrawing. I begin with the RMD calculations but shifted to a modified guardrails approach. I evaluated just about every approach Christine Benz writes about at Morningstar. I ran a few scenarios and decided the MGA was best for me.  I have both traditional and Roth IRAs. My largest single annual withdrawal was 10% of the total value of these accounts. However, these accounts recovered and currently indicate a peak value. That’s been generally true on December 31 of each year. Because of circumstances we haven’t spent all of our withdrawal in recent years. That’s likely to be so in 2026. We are fortunate and don’t have to exercise caution with our spending. We’ve increased our charitable giving and G is currently on the east coast caring for an elderly relative. We have no concerns about the cost of her trips, which number 3-4 each year.  I’ll probably take a larger withdrawal this year. It is really more about tax management at this point. I’m allowing our taxed accounts to increase in value although I want to avoid going up a bracket with withdrawals. I have no intention of taking additional withdrawals from the Roth IRA in the foreseeable future."
- normr60189
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When Luck Rises, Be Ready to Dig

"One of my favorite Jimmy Buffett-isms, "yesterday is over my shoulder, so I can't look back for too long...""
- Dan Smith
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Retirement in America is not a pretty picture…and not getting better.

"Yet there are HD Forum posts active right now that speak of layoffs, the state of retirement in America, and the influence of luck (or lack of same). There are times when it's not because of a choice, but rather situations with outcomes that negatively impact random folks. As has been said here on HD before, we exist in rarified air. For the most part we've grabbed the brass ring and are reaping the benefits. Everyone else (90%? 95%?) is breaking even or struggling. In times like these I like to think of the Golden Rule and wish it was more uniformly applied."
- Jeff Bond
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What happens to Medicare Supplement coverage when moving to a different state?

"Very helpful, James. I took everyone's advice and looked up Boomer Benefits, and I am impressed."
- Carl C Trovall
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Medicaid Asset Protection Trusts (MAPTs)

"My parent did pay for a portion of his care- all of his monthly income including SS, Pension and RMD paid for his care, before Medicaid paid their portion to the NH. We were only utilizing government benefits to the extent allowed by the program. In my parent's case, his monthly obligation probably paid for about 75% of the actual NH billing. The SNT allowed us to provide additional resources to my parent such as a private room and additional agency help. I don't feel you should necessarily judge the use of a government program without fully knowing the details of the family situation- each one is quite different."
- Bill C
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Tax Smart Retirement

A POPULAR JOKE about retirement is that it can be hard work. That’s because financial planning is like a jigsaw puzzle, and retirement often means rearranging the pieces. In the past, I’ve discussed two key pieces of that puzzle: how to determine a sustainable portfolio withdrawal rate and how to decide on an effective asset allocation. But there’s one more piece of the puzzle to contend with: taxes. Especially if you’re planning to retire on the earlier side, it’s important to have a tax plan. When it comes to tax planning for retirement, there’s one key principle I see as most important, and that’s the idea that in retirement, the goal is to minimize your total lifetime tax bill. That’s important because a fundamental shift occurs the day that retirement arrives: In contrast to our working years, when taxes are, to a large degree, out of our control, in retirement, taxes are much more within our control. By choosing which investments to sell and which accounts to withdraw from, retirees have the ability to dial their income—and thus their tax rate—up or down in any given year. The challenge, though, is that tax planning can be like the game Whac-A-Mole. Choose a low-tax strategy in one year, and that might cause taxes to run higher in a future year. That’s why—dull as the topic might seem—careful tax planning is important. To get started, I recommend this three-part formula: Step 1 The first step is to arrange your assets for tax-efficiency. This is often referred to as “asset location.” Here’s an example: Suppose you’ve decided on an asset allocation of 60% stocks and 40% bonds. That might be a sensible mix, but that doesn't mean every one of your accounts needs to be invested according to that same 60/40 mix. Instead, to help manage the growth of your pre-tax accounts, and thus the size of future required minimum distributions, pre-tax accounts should be invested as conservatively as possible. On the other hand, if you have Roth assets, you’d want those invested as aggressively as possible. Your taxable assets might carry an allocation that’s somewhere in between. If you can make this change without incurring a tax bill, it’s something I’d do even before you enter retirement. Step 2 How can you avoid the Whac-A-Mole problem referenced above? If you’re approaching retirement, a key goal is to target a specific tax bracket. Then structure things so your taxable income falls into that same bracket more or less every year. By smoothing out your income in this way from year to year, the goal is to avoid ever falling into a very high tax bracket. To determine what tax rate to target, I suggest this process: Look ahead to a year in your late-70s, when your income will include both Social Security and required minimum distributions from your pre-tax retirement accounts. Estimate what your income might be in that future year and see what marginal tax bracket that income would translate to. In doing this exercise, don’t forget other potential income sources. That might include part-time work, a pension, an annuity or a rental property. And if you have significant taxable investment accounts, be sure to include interest from bonds. Then, for simplicity, subtract the standard deduction to estimate your future taxable income. Suppose that totaled up to $175,000. Using this year’s tax brackets, that would put your income in either the 24% marginal bracket (for single taxpayers) or 22% (married filing jointly). You would then use this as your target tax bracket. Step 3 With your target tax bracket in hand, the next step would be to make an income plan for each year. The idea here is to identify which accounts you’ll withdraw from to meet your household spending needs while also adhering to your target tax bracket. This isn’t something you’d map out more than one year in advance. Instead, it’s an exercise you’d repeat at the beginning of each year, using that year’s numbers. What might this look like in practice? Suppose you’re age 65, retired and not yet collecting Social Security. In this case, your income—and thus your tax bracket—might be quite low. To get started, you’d want to withdraw enough from your tax-deferred accounts to meet your spending needs but without exceeding your target tax bracket. This would then bring you to a decision. If you’ve taken enough out of your tax-deferred accounts to meet your spending needs and still haven’t hit your target tax rate, then the next step would be to distribute an additional amount from your pre-tax accounts. But with this additional amount, you’d complete a Roth conversion, moving those dollars into a Roth IRA to grow tax-free from that point forward. How much should you convert? The answer here involves a little bit of judgment but is mostly straightforward: You’d convert just enough to bring your marginal tax bracket up into the target range. Some people prefer to go all the way to the top of their target bracket, while others prefer to back off a bit. The most important thing is just to get into the right neighborhood. What if, on the other hand, you’ve taken enough from your pre-tax accounts to reach your target tax rate, but that still isn’t enough to meet your spending needs? In that case, you wouldn’t take any more from your pre-tax accounts, and you wouldn’t complete any Roth conversions. Instead, you’d turn to your taxable accounts, where the applicable tax brackets will almost certainly be lower. Capital gains brackets currently top out at just 20%. Thus, for the remainder of your spending needs, the most tax-efficient source of funds will be your taxable account. What if you aren’t yet age 59½? Would that upend a plan like this? A common misconception is that withdrawals from pre-tax accounts entail a punitive 10% penalty. While that’s true, it isn’t always true, and there’s more than one way around it. One exception allows withdrawals from a workplace retirement plan like a 401(k) as long as you leave that employer at age 55 or later. In that case, as long as you don’t roll over the account to an IRA, you’d be free to take withdrawals without penalty. If you’re retiring before age 55, you’ll want to learn about Rule 72(t). This allows for withdrawals from pre-tax accounts at any age, as long as you agree to what the IRS refers to as substantially equal periodic payments (SEPP) from your pre-tax assets. The SEPP approach definitely carries restrictions, but if you’re pursuing early retirement, and the bulk of your assets are in pre-tax accounts, this might be just the right solution.   Adam M. Grossman is the founder of Mayport, a fixed-fee wealth management firm. Sign up for Adam's Daily Ideas email, follow him on X @AdamMGrossman and check out his earlier articles.
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Well That’s A Bummer!

"I doubt I will be doing a manual backcheck to validate the findings, I wouldn't finish before my funeral! I guess I could duplicate the on a different AI platform but will that be any more accurate, and if different which one is correct? During the back testing process I did have Gemini provide tables showing values for each of the 20 years, balance for stocks and bonds, % growth, number of transactions, days between transactions etc. Big picture nothing looked out if line and the activity expected during the GFC, Covid, 2022 seemed to be aligned. I did observe that AI was making assumptions, for example in one scenario the bonds dropped to $250k to buy stocks during the GFC drawdown, hence the additional prompts and guard rails put in place in subsequent scenarios. As the prompts became more restrictive the end balances reduced. There were some scenarios which had higher returns but also had higher risk. The results seemed proportionate. On the drone counts. Professionally the company I work for has been using technology to count vehicles from CCTV and LiDAR backed with AI to track passenger volumes, movements and throughput at ticketing/security in airports. These products work very well and are reliable......... assuming reliable products were being used it must have been the large group of stoned visitors 😊☘️🍺"
- Grant Clifford
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$3 Trillion S&P 500 Gatecrashers

HAVE YOU GIVEN any thought to what's about to happen to your S&P 500 tracker? Three enormous IPOs are expected later this year: SpaceX, OpenAI, and Anthropic. Based on their most recent private transactions, SpaceX appears to be valued at around $1.25 trillion, OpenAI at roughly $800 billion, and Anthropic at approximately $380 billion. Combined, we could be looking at close to $3 trillion in private market value that wants to go public. To put that in perspective, the entire S&P 500 is worth roughly $60 trillion. That's not a routine year for markets. That could be a very large event indeed. I suspect the vast majority of people with money sitting in a tracker fund have absolutely no idea it's coming. Those that do might have read some of the more sensational claims I've seen about immediate, disruptive wholesale change to the S&P 500. I think those articles are getting ahead of themselves. These companies might not automatically land in your S&P 500 tracker the day they list. The index has hard rules, and two of them seem particularly relevant. A company generally needs to have been profitable for four consecutive quarters before it qualifies. OpenAI and Anthropic are both, as far as we can tell, burning through enormous amounts of capital. They may well not meet that bar at IPO. There's also a float requirement, where roughly half of a company's outstanding shares typically need to be publicly tradeable. These businesses will almost certainly debut with tiny floats, possibly somewhere between 5% and 10% of shares in public hands. That could disqualify them from day one. SpaceX is possibly the closest to profitability of the three, but the float issue likely applies across the board. One area of uncertainty is the selection committee. This has some discretion around the inclusion of larger IPOs. They could choose to move faster than the rules imply. So the story might not be your tracker being immediately and dramatically restructured. The story could be more drawn out than that, and perhaps more interesting for it. What does this mean in the short term? I can only offer informed speculation. To my mind, volatility seems likely around the listings themselves. Not necessarily because of forced index rebalancing, but because the float issue creates its own kind of pressure. Enormous companies carrying enormous implied valuations, but only a sliver of shares in circulation. Limited supply, near-unlimited institutional demand, and a market full of retail investors who've been reading about these companies for years and finally get their shot. I would guess we should expect wild price swings during those early trading days, though I could be wrong about the scale of it. Rotation risk is worth watching too, I think. Investors might pull money out of existing AI bets, the likes of Nvidia and Microsoft, and move it directly into OpenAI and Anthropic the moment they're publicly available. If that happens, the stocks that have driven your tracker's returns for the last three years could face sustained selling pressure, not because anything's wrong with those businesses, but simply because a shinier, newer version of the same trade has just arrived. A throwaway thought for anyone holding individual shares rather than trackers. The companies most at risk of ejection are those sitting at the bottom of the index. When a business loses its S&P 500 membership, every passive fund becomes an automatic seller. That can hit the share price hard, nothing wrong with the company, just forced selling as a side effect of something big happening at the very top. Worth knowing if any of those smaller names are in your portfolio. Medium term it could get more interesting still. If and when these companies do meet the profitability and float requirements, which could, I think, be years after their IPOs rather than months, every S&P 500 tracker on the planet becomes an automatic buyer. Hundreds of billions flowing into SpaceX, OpenAI and Anthropic whether fund managers want it or not. The mechanics of passive investing would turn every tracker holder into an investor in these three companies with absolutely no say in the matter. That's the bit people rarely stop to think about. Passive investing isn't neutral. It just means someone else is making your decisions for you. Then I come to the big question: do these businesses actually deserve these valuations? It's worth noting that every major IPO of recent years has tended to trade down from its private valuation once the public gets a proper look at the books. The venture capital guys who set those private prices aren't always right, and public markets have a habit of finding that out fairly quickly. If the same happens here, your tracker should hopefully be buying them at a fair price by the time they filter into the realm of inclusion within that tracker. It has to be said, that's not guaranteed. I'm not trying to be alarmist. These aren't penny stocks being hyped and I think that matters. OpenAI's revenue had already surpassed $20 billion by the end of 2025. SpaceX is targeting what could be the largest public offering in history. Anthropic has BlackRock, Blackstone, Microsoft and Nvidia on its books. These are real businesses generating real money with the biggest and most sophisticated names in global finance and technology behind them. That doesn't make them cheap at these prices, but it does make them a very different proposition from the usual IPO hype cycle. The bottom line for the average investor? We probably don't need to do anything dramatic. But it doesn't hurt to understand that the passive, set-and-forget vehicle you own may look quite different over the next few years, not necessarily in a single sudden lurch, but gradually, as these companies either earn their way into the index or don't. The index you bought into always changes but the next few years will definitely see bigger changes than normal. If nothing else, it'll be interesting to see what happens going forward…Eyes open.
Mark Crothers is a retired small business owner from the UK with a keen interest in personal finance and simple living. Married to his high school sweetheart, with daughters and grandchildren, he knows the importance of building a secure financial future. With an aversion to social media, he prefers to spend his time on his main passions: reading, scratch cooking, racket sports, and hiking.
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AI, Bubbles, and Markets

IN AN INTERVIEW a little while back, the technology investor Peter Thiel drew an uncomfortable comparison. Today’s frenzy around artificial intelligence, he said, parallels the tech stock bubble of the 1990s. To illustrate his point, Thiel pointed to Amazon. By any measure, it’s been an extraordinary success. But, Thiel points out, it hasn’t been a straight line. At one point early on, Amazon shares lost more than 90% of their value. “My suspicion is that that’s roughly where we are in AI. It’s correct as a technology, but extremely bubbly and crazed…” Thiel explained that he doesn’t doubt the importance of artificial intelligence as a technology. What he’s questioning is how these technologies are being financed. Of particular concern are financing deals in the AI ecosystem that are seemingly circular. Nvidia, for example, has invested as much as $100 billion into ChatGPT maker OpenAI, at the same time that OpenAI has committed to spending billions on Nvidia’s chips. Similarly, OpenAI signed an agreement with AMD, another chip maker, to buy tens of billions of dollars of its chips while also buying a stake in the company. Transactions like this call into question whether these companies can continue to generate earnings at the same rapid pace. Compounding this concern, market valuations are elevated. On a price-to-earnings (P/E) basis, the S&P 500 is trading at 21 times estimated earnings. That’s quite a bit above the long-term average of 16 and thus represents a risk. If investors cool on AI, both earnings estimates and P/E multiples would likely drop at the same time, causing share prices to take two steps down.  How unusual is this situation, and how concerned should we be about it? It turns out these are questions economists have been studying—and struggling with—for years. Probably the most well known research on the topic dates to the 1970s, when economist Hyman Minsky developed what he called the Financial Instability Hypothesis.  This is how Minsky described it: “A fundamental characteristic of our economy is that the financial system swings between robustness and fragility and these swings are an integral part of the process that generates business cycles.” Booms and busts, in other words, are inevitable. Why? Paradoxically, Minsky said, financial stability causes financial instability. That’s because periods of financial stability lead people to become overconfident and to assume that the good times will last forever. But that overconfidence leads to complacence and to a lack of financial discipline, especially among lenders. That then causes debt levels to rise. What happens next? Writing in Manias, Panics and Crashes, Charles Kindleberger explains that there’s typically a canary in the coal mine that causes investor sentiment to shift. Often, it’s the unexpected failure of a bank or other institution. That’s why it caught people’s attention in February when Blue Owl Capital, which operates private credit funds and has helped finance AI data centers, announced that it was halting redemptions from one of its funds. Looking at more recent research, economist Bill Janeway agrees with Minsky on the causes of bubbles but argues that they’re not all bad. He talks about “productive bubbles.” As an example, he points to the market bubbles surrounding the development of the British railway system in the 1830s and 1840s. Much like the 1990s tech bubble in the United States, investors piled into railway stocks, causing prices to spike to irrational levels. Overbuilding ensued, and that led to a number of bankruptcies. Despite the financial losses, Janeway believes the railway bubble was productive. That’s for the simple reason that, at the end of the day, the tracks were laid. Yes, there were excesses, but Janeway sees no alternative. Investor enthusiasm acts as a sort of subsidy for early-stage, uncertain technologies that the market wouldn’t otherwise finance. The evidence certainly supports Janeway’s argument. The market does a very poor job picking winners. Janeway notes that essentially the same thing happened in the 1920s, when investors piled into companies working to build out the electricity grid in the U.S. There was massive over-investment, which led to bankruptcies. But in the end, electrification projects were completed much more quickly than they might have been otherwise. The key lesson: When market bubbles roll around, we shouldn’t be surprised. They’re inevitable. And over the long term, they’re arguably a good thing, enabling technology to move forward. Nevertheless, when bubbles burst, it’s unnerving. And indeed, in Janeway’s view, the same thing will likely happen with AI stocks. If Janeway is right, how can you prepare? The solution, in my view, is straightforward: Instead of trying to guess when the AI—or any other—bubble might burst, investors should take the view that the market could drop at any time. Then structure your portfolio accordingly.  There’s more than one way to approach this, but in my view, it’s a simple two-step process: First, make sure you’re diversified at the asset class level, with enough stowed in short-term bonds or cash to carry you through a multi-year market downturn. Then go one level deeper, auditing your stock holdings for individual stocks or funds overly exposed to any one corner of the market. And if you’re in a private fund—especially a private credit fund—I’d identify the nearest exit.   Adam M. Grossman is the founder of Mayport, a fixed-fee wealth management firm. Sign up for Adam's Daily Ideas email, follow him on X @AdamMGrossman and check out his earlier articles.
Read more »

My Favorite Rx

"I never use the interview and go directly to forms mode."
- Randy Dobkin
Read more »

America Doesn’t Just Do Layoffs. It’s Fallen in Love With Them

"Jeff, indeed I think the suicide counseling is very rare. I believe I know what you're referring to about the questionnaire from the medical office. I see it on my annual Medicare Wellness Visit. Some companies are not very tactful when having to let go of a group of employees. I recall hearing about a meeting with a group of engineers when it was announced which of those would be let go as they went around the table...right in front of everyone including those not losing their job. A real class act from upper management."
- Olin
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Forget the 4% rule.

"A few years ago I concluded I was under withdrawing. I begin with the RMD calculations but shifted to a modified guardrails approach. I evaluated just about every approach Christine Benz writes about at Morningstar. I ran a few scenarios and decided the MGA was best for me.  I have both traditional and Roth IRAs. My largest single annual withdrawal was 10% of the total value of these accounts. However, these accounts recovered and currently indicate a peak value. That’s been generally true on December 31 of each year. Because of circumstances we haven’t spent all of our withdrawal in recent years. That’s likely to be so in 2026. We are fortunate and don’t have to exercise caution with our spending. We’ve increased our charitable giving and G is currently on the east coast caring for an elderly relative. We have no concerns about the cost of her trips, which number 3-4 each year.  I’ll probably take a larger withdrawal this year. It is really more about tax management at this point. I’m allowing our taxed accounts to increase in value although I want to avoid going up a bracket with withdrawals. I have no intention of taking additional withdrawals from the Roth IRA in the foreseeable future."
- normr60189
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When Luck Rises, Be Ready to Dig

"One of my favorite Jimmy Buffett-isms, "yesterday is over my shoulder, so I can't look back for too long...""
- Dan Smith
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Retirement in America is not a pretty picture…and not getting better.

"Yet there are HD Forum posts active right now that speak of layoffs, the state of retirement in America, and the influence of luck (or lack of same). There are times when it's not because of a choice, but rather situations with outcomes that negatively impact random folks. As has been said here on HD before, we exist in rarified air. For the most part we've grabbed the brass ring and are reaping the benefits. Everyone else (90%? 95%?) is breaking even or struggling. In times like these I like to think of the Golden Rule and wish it was more uniformly applied."
- Jeff Bond
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What happens to Medicare Supplement coverage when moving to a different state?

"Very helpful, James. I took everyone's advice and looked up Boomer Benefits, and I am impressed."
- Carl C Trovall
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Manifesto

NO. 23: IF WE DON’T have much money, we should compensate with time—by starting to save when we’re young, holding stocks for decades and encouraging our children to do the same.

Truths

NO. 10: WALL STREET always strives to look its best. To ensure mutual fund expenses and advisory fees appear small, they’re expressed as a percent of the dollars we invest, not as a percent of our likely gain. To make their results appear more impressive, money managers pick their benchmark indexes carefully and use cumulative return “mountain” charts.

think

LONGEVITY RISK. Spending down a retirement portfolio is tricky: You don’t know how long you will live—and hence there’s a risk you’ll run out of money before you run out of breath. To fend off that risk, limit annual portfolio withdrawals to 4% or 5%, delay Social Security to get a larger check and consider an immediate annuity that pays lifetime income.

act

ROUND UP the mortgage check. If you’re paying $1,512 a month, send the mortgage company $1,600 instead. It’s a painless way to increase savings, the extra $88 a month could allow you to pay off your mortgage years earlier and you’ll earn a pretax return equal to your mortgage’s interest rate. That return could be higher than you can get with high-quality bonds.

Homes

Manifesto

NO. 23: IF WE DON’T have much money, we should compensate with time—by starting to save when we’re young, holding stocks for decades and encouraging our children to do the same.

Spotlight: Taxes

The Wheel Deal

THE OBBBA CREATED A NEW tax deduction for “qualified passenger vehicle loan interest” effective 2025 through 2028. 
It comes with a lot of rules and nuances, so I wanted to cover this topic a bit more in depth in case you are planning to acquire a vehicle soon.
So, what is “qualified passenger vehicle loan interest”?
It means any interest that was paid during the taxable year (e.g 2025) on a loan started after Dec.

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The Tax Man Cometh, and I Think It’s Okay.

Suzie and I recently spent a few days in London, while there we grabbed the opportunity to visit a few great museums. We thoroughly enjoyed hours wandering the halls and displays of the Natural History Museum and the equally impressive Science Museum. Though I suspect it should have been obvious, I’ve only just discovered that both these world class institutions are funded by public tax receipts. In my mind, that’s a wonderful illustration of the tangible benefits of paying income tax.

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Effective vs. Marginal? Nah…..

Perhaps what we should be debating is which is the most important line on the tax return. I can tell you that most would say line 34, “this is the amount you overpaid, or line 37, “this is the amount you owe. I contend line 24 matters most, “this is your total tax”. Rarely, and I mean well under 1% of the time, did a client ask me how much tax they paid. As a matter of fact,

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Managing Transitions: Best Practices for When a Practitioner Passes Away

On Friday, May 15,  I received the attached email Alert from the IRS Office of Professional Responsibility. The email topic, When a Practitioner Passes Away, is mostly focused directly at anyone subject to Circular 230 that practices before the IRS, typically attorneys, certified public accountants, enrolled agents and others who prepare tax returns for pay. I think it likely that every state also has their own additional laws and regulations regarding protection of your data.

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Tax Loss Harvesting

BEFORE THE YEAR ENDS, I wanted to cover a great concept – tax-loss harvesting. It’s a strategy to lower your tax liability by selling investments and repurchasing a similar one. The loss can be used to cancel out gains from other investments, which helps reduce the taxes you owe. Or you can use up to $3,000 of those losses each year to lower your taxable income if you don’t have any gains.
Here’s the key goal of the tax-loss harvesting strategy:
Swap assets into similar,

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Quinn rants about taxes-but maybe not what you think. 

Like most Americans I pay taxes, income taxes both federal and state, sales taxes, property taxes and for fifty years, payroll taxes and I’m still, at age 81, paying income, sales and property taxes – plus assorted other miner taxes and fees on goods and services.
Like any normal person, I think it would be nice not to pay taxes and keep all my money. But unlike too many of the uninformed people ranting on social media these days,

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Spotlight: Housley

It’s Never Too Late

On January 1, 2004, a friend of mine was 46 years old. His IRA balance stood at $3,055. He admitted he’d been late to the retirement game. “Beyond scared” might be more accurate. Reality had caught up with him. He felt behind and wasn’t sure it was even worth trying. It would have been easy to ignore the problem. To assume it was hopeless. Instead, he began contributing to his company’s IRA. He stayed invested. He let time and compounding do their quiet work. There was nothing flashy about it—just discipline and patience. Through the financial crisis of 2008–09, the COVID plunge and other market corrections along the way, he didn’t look and he didn’t stop. Every two weeks, money went into his account from his paycheck. Today, his account stands at $961,680. Why tell this story? Because you may know someone in their 30s or 40s who quietly believes they’ve already missed their chance. They feel behind. They feel embarrassed. So they do nothing. Over the years, I’ve come to think of change as a simple formula: Δ = 𝑓(Ds + V + Fs) Where Δ is change. Ds is dissatisfaction with the current situation. V is vision of what could be. Fs is the first steps. Most people already have the dissatisfaction. What they lack is a hopeful vision—and clarity about how to begin. Sometimes the most helpful words aren’t, “You should be saving more.” Instead, try: “Help me understand how you’re doing in preparing for retirement.” That question might open the door. You can then share a story like this—and perhaps help someone take that first step. It’s never too late to start.
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Laughter, the Best Medicine

Laughter, the Best Medicine We all know that laughter is the best medicine. And while Humble Dollar usually gives us wisdom about money, markets, and life, maybe it’s time to add a little humor to the mix. Let’s send Jonathan a laugh. Now, humor is always a risk—especially across cultures. The Brits, after all, are famous for their love of irony and wordplay. But clean, clever jokes never go out of style. Here’s a start: How many financial advisors does it take to sell an ETF? Answer: One to sell it—and 666 to create 666 more ETFs. Or how about: Why did the retiree refuse to invest in bonds? Because they said they’d had enough “commitments” already. What’s the difference between a market correction and my teenager? At least the correction eventually ends. Why don’t economists ever tell good jokes? Because the punchline is always, “On the other hand…” What did the ETF say to the mutual fund? “Sorry, but I’m just more attractive in passive relationships.” You get the idea. A groan-worthy pun, a market-themed quip, or a gentle poke at ourselves as investors. Keep it clean, keep it kind, and send Jonathan something that will make him smile. After all, a chuckle shared is worth more than compound interest.
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Resolutions? What will you do?

Time for resolutions: •Logging off social media: No Facebook, no YouTube, no X—basically, no scrolling my life away. •Call the doctor and finally trade in these knees for the deluxe model. That’s it. Let’s not get crazy—baby steps!
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Should You Stop Contributing To Your IRA?

Most personal finance advice is beautifully simple: save more. Early in life, that advice is almost always right. But like most good rules, it has limits. There comes a point in a saver’s life when retirement growth is driven far more by compounding than by new contributions. Past that point, continuing to save aggressively still increases your balance—but it may no longer be the best use of every additional dollar. Recognizing when that shift has occurred can create flexibility without recklessly undermining your future. A Better Late-Career Question Rather than endlessly asking, “Am I saving enough?” a better question later in life may be: Is my portfolio now doing most of the work for me? One helpful way to think about this is what I’ll call a crossover range. You may be at (or past) this crossover when annual investment growth is roughly two to four times your annual retirement contribution. This isn’t a precise formula. It’s a judgment call. But once growth is clearly multiple times larger than contributions, the dynamics have changed. For the example below, I’ll use 2.5 times as a reasonable illustration within that range. Assume the following: Salary: $100,000 Retirement contribution: 15%, or $15,000 per year Retirement balance: $750,000 Long-term real return: 5% At a $750,000 balance, a 5% return produces about $37,500 per year in growth. That growth is 2.5 times the $15,000 annual contribution. At this point, saving is no longer the primary driver of outcomes. Compounding has taken the lead. Now consider two paths forward. Option 1: Keep contributing 15%. Annual contribution: $15,000 Total contributions over 10 years: $150,000 Estimated retirement balance after 10 years: about $1.41 million Option 2: Reduce contributions to 6% (enough to receive a full employer match). Annual contribution: $6,000 Cash freed up each year: $9,000 Cash freed…
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“A Complex Portfolio, a Modest Account”

Question: If someone has a relatively small IRA—say, around $54,000—do they need to be as diversified as someone managing a much larger retirement portfolio? Here’s what prompted the question. My neighbor recently lost his wife. She had taken the lead on their finances, working closely with an advisor at a national investment firm. Now he’s on his own, trying to navigate retirement decisions without much guidance. I tried to help by simply asking questions—not giving advice. Me: “What are you invested in?” Him: “Morgan Stanley.” Me: “Right—but what are the actual investments? Stocks, mutual funds, ETFs?” Him: “What’s an ETF?” That opened the door to a good conversation. We looked through his IRA together. It’s worth about $54,000, and is split between 4 individual stocks, 3 ETFs, and 3 mutual funds, plus a little cash. At first glance, it looked diversified. But as we went through the holdings, I noticed something: a lot of overlap. Several of the funds and stocks owned similar large-cap, dividend-paying companies. He was holding different wrappers of essentially the same thing. To me, it seemed unnecessarily complex for a portfolio of that size. It didn’t add much diversification, and it made the portfolio harder for him to understand—especially now that he’s managing things alone. So here’s my question to the HumbleDollar community: Does a small IRA really benefit from that level of diversification—or is it more helpful to keep things simple and clear?
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Our Special Relationship

A Family Correspondence. Letter from the Son… Dear Mom and Dad, When I stormed out of your house, I was furious. It just didn’t seem fair that you taxed me for my morning tea—especially when it wasn’t even that good. In hindsight, it was probably a blessing. I switched to coffee, which at least wakes me up before my workday rather than lulling me back to sleep. Of course, it didn’t help that a few years later you burned down my house. It was such a nice, pretty White House, too. Took me ages to rebuild. Did you hear we’ve rebuilt it and we’re adding a ballroom? You should come visit when it’s finished—though please leave the matches at home this time. Looking back, the events we endured together were not easy. We bled, we argued, we made mistakes—but we also stood shoulder to shoulder when it mattered most. Those sacrifices still ache in our bones, though they’ve done much for the rest of the neighborhood. Time has a way of softening grudges. At Thanksgiving dinner this year, we raised our glasses to our “special relationship.” We were grateful that we still speak the same language—mostly. I confess, I once worried you might be forced to swap Shakespeare, but thanks to our teamwork, Hamlet still soliloquizes in English. These days, I have my own house, my own family, and my own bills. You taught me well: I not only charge my kids rent, I’ve introduced them to the fine tradition of “taxation without representation.” They grumble, of course—but I remind them that’s how I was raised. And yes, I still visit. We bicker, we reminisce, and then we go back to saving the world together—because let’s face it, no one else will do it properly. Love, Your sometimes-rebellious but always…
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