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

"I was let go as a COVID casualty in 2021 after a decision was made to discontinue the initiative I was transferred to in 2019. Wasn't done perfectly. Clearly, I could have done a better job preparing. After the transfer to a new position in a brand new unit, the writing was on the wall. I chose to stay, but my trust in the organization wasn't matched. That was a surprise, and disappointing. In particular, on the phone call where I was advised my employment ended that day (I was working mostly remotely), I didn't appreciate a suggestion from HR that my involuntary separation would be communicated and recorded as a "retirement". Obviously, they misunderstood how unemployment compensation works (or they didn't care). However, I have been on the other side of what I used to call "economic capital punishment" - having to explain how the organization's benefits function after separation. I did my best to guide individuals in all of the options and value possible - even after separation - specifically highlighting that benefits, when subject to ERISA (such as your DB pension, your 401k, even your health plan) are themselves legal entities separate from your former employer. More than once I saw the light come on among distressed workers on how their current decision-making could still improve the value obtained from their benefits. One prior comment I agreed with is preparation, being honest with workers about business conditions. For me, "being decent" isn't limited to the severance package, but is better achieved by "being honest" about the sustainability of the business, and employment."
- BenefitJack
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Retirement in America is not a pretty picture…and not getting better.

"I think the 90-95% is a bit, a big bit overstated. More like 20-30% in my opinion. What is so different now from twenty, thirty years ago or past times of truly high inflation or unemployment that would cause such level of struggling? There is so much misinformation and lies floating around these days it hard to know what to believe and I suspect our perceptions are being influenced."
- R Quinn
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My Favorite Rx

"?!! So glad you mentioned that I didn’t even know it was an option. I’m looking forward to trying it next tax season. Sort of."
- Michael1
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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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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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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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America Doesn’t Just Do Layoffs. It’s Fallen in Love With Them

"I was let go as a COVID casualty in 2021 after a decision was made to discontinue the initiative I was transferred to in 2019. Wasn't done perfectly. Clearly, I could have done a better job preparing. After the transfer to a new position in a brand new unit, the writing was on the wall. I chose to stay, but my trust in the organization wasn't matched. That was a surprise, and disappointing. In particular, on the phone call where I was advised my employment ended that day (I was working mostly remotely), I didn't appreciate a suggestion from HR that my involuntary separation would be communicated and recorded as a "retirement". Obviously, they misunderstood how unemployment compensation works (or they didn't care). However, I have been on the other side of what I used to call "economic capital punishment" - having to explain how the organization's benefits function after separation. I did my best to guide individuals in all of the options and value possible - even after separation - specifically highlighting that benefits, when subject to ERISA (such as your DB pension, your 401k, even your health plan) are themselves legal entities separate from your former employer. More than once I saw the light come on among distressed workers on how their current decision-making could still improve the value obtained from their benefits. One prior comment I agreed with is preparation, being honest with workers about business conditions. For me, "being decent" isn't limited to the severance package, but is better achieved by "being honest" about the sustainability of the business, and employment."
- BenefitJack
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Retirement in America is not a pretty picture…and not getting better.

"I think the 90-95% is a bit, a big bit overstated. More like 20-30% in my opinion. What is so different now from twenty, thirty years ago or past times of truly high inflation or unemployment that would cause such level of struggling? There is so much misinformation and lies floating around these days it hard to know what to believe and I suspect our perceptions are being influenced."
- R Quinn
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My Favorite Rx

"?!! So glad you mentioned that I didn’t even know it was an option. I’m looking forward to trying it next tax season. Sort of."
- Michael1
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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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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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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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Get Educated

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.

act

CHECK YOUR portfolio percentages. Each year often brings sharply different results for stocks and bonds, U.S. and overseas shares, growth and value stocks, and large- and small-company shares. This can push your portfolio away from your target mix—and you may need to rebalance. This is best done within a retirement account to avoid triggering big tax bills.

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.

How to think about money

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: Happiness

My Best Experiences

WORD ON THE STREET is that, if you want to use money to make yourself happy, you should buy experiences rather than things.
In principle, I couldn’t agree more.
There is, however, one kind of experience that I see touted both in the media and on social media that I don’t think reflects money well spent: the expensive family vacation to a distant destination. This status-symbol experience, complete with selfies at ritzy hotels, is supposedly designed to create priceless memories.

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Divide and Rule

EACH OF US TAKES our monthly income and then makes countless decisions—some big, some small—about how to use those dollars. How can we get the most from the money that flows through our hands? I find it helpful to look at this “income allocation” through three prisms.
Divvying it up. We can use our income for three main purposes: spending it today, saving it for tomorrow or giving it to others. Our instinct is to spend today,

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Wealth, Perspective, and the Company We Keep

I stole the idea for this essay from our very own Mr Quinn and in particular from a short reply I gave him. Sorry about that, Richard.
Have you ever thought about how your view of wealth shifts depending on who’s around you? I have, and my experience with two different homes offers a peek into the complex world of social comparison. I’ve found that contentment isn’t about what you have, but the context you see it in.

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Can’t Compare

COMPARISONS ARE the death knell of happiness—and they aren’t good for our wallets, either.
If we’re to get the most out of our time and money, we need to devote those two precious resources to things we consider meaningful. But how do we figure out whether something is indeed meaningful to us, and not a reflection of the influence of others?
For “meaningful,” dictionaries offer synonyms such as “important” and “significant.” What we’re talking about are things that have some special emotional resonance,

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Nun Sense

WHEN I WAS WORKING fulltime, my goal was to have enough retirement savings to replace 100% of my income. I knew I could live comfortably on that amount, while still having enough left over to do the things I didn’t have time for when I had a fulltime job. I figured that was the key to a happy retirement.
But after retiring, my thinking changed, as I began focusing on how I could live longer and better.

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Duty Calls

SOME THINGS YOU HAVE to do yourself.
A 2017 study concluded that spending money on time-saving services is correlated with greater life satisfaction. A subsequent article confirmed the finding. Rich or poor, we can boost our happiness by having others do undesirable tasks.
These studies confirm what HumbleDollar readers already know: Wealth is a tool that, if used wisely, can increase our life’s satisfaction. Pay a yard service to mow the lawn.

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Spotlight: Lim

Matters of Maturity

KNOWING WHAT RETURN you can reasonably expect from stocks, bonds and other asset classes is valuable because it can help you make more educated asset allocation choices. It also helps you decide how much you need to be saving. If expected returns are low, you’ll need to save more. Such estimates don’t require extraordinary clairvoyance. In fact, when it comes to bonds, estimating returns is quite straightforward. The expected return from a bond is very close to something called the bond’s yield to maturity, which is the return you would expect if you held the bond until it matures. Many investors don’t hold individual bonds, nor should they. Instead, they ought to invest in bond mutual funds or exchange-traded funds. Fortunately, the expected return from a bond fund also closely approximates the fund’s average yield to maturity. If you know that number, you have a good handle on what return you can expect from the fund. In the short run, the return could be higher or lower than the fund’s yield to maturity. That’s because bond prices are subject to market volatility, just like stocks. This year is a good example. The U.S. bond market—using the Bloomberg Aggregate Bond Index, or “the Agg,” as a proxy—is down almost 7% in 2022, even with interest included. But when bond prices fall, their yields rise. The total return that an investor receives is always a combination of capital gains (or losses) and income. When the price of a bond falls, bond income can be reinvested at higher yields. These two effects—lower bond prices and higher yields—offset each other. That’s why the starting yield to maturity is a very good estimate of the total return that bond fund investors will receive over, say, six or seven years if they own an intermediate-term bond fund.…
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12 Investment Sins

WANT TO IMPROVE your investment results? The deadly sins below are not only among the most serious financial transgressions, but also they’re among the most common. I firmly believe that, if you eradicate these 12 sins from your financial life, you’ll have a better-performing portfolio. 1. Pride: Thinking you can beat the market by picking individual stocks, selecting actively managed funds or timing the market. Antidote: Humility. By humbly accepting “average” returns through low-cost index funds, you will—paradoxically—outperform the majority of investors. 2. Greed: Having an overly aggressive asset allocation. Antidote: Moderation. Follow the great Benjamin Graham’s advice and keep no more than 75% of your portfolio in stocks. Once you determine your asset allocation, doggedly maintain it through thick and thin by rebalancing periodically. 3. Lust: Being addicted to financial pornography. Financial pornography—think CNBC and Fox Business—may be entertaining, but it has no lasting value and is actually harmful to your financial health by promoting short-termism. Antidote: Turn off financial media and delete financial apps from your smartphone. 4. Envy: Chasing performance. This sin trips up more investors than any other. It ultimately leads to the cardinal sin of “buying high and selling low.” Antidote: Stop comparing your investment performance to that of others. Success is not measured by relative performance, but by whether you meet your own financial goals. 5. Gluttony: Failing to save. You may be a financial saint in every other respect, but—if you fail to save—it’s game over. You can’t invest what you haven’t saved. Antidote: Start saving something today. Slowly raise your savings rate over time. 6. Impatience: Lacking investing stamina has dire consequences. Patience in financial markets is measured in years, sometimes decades. The first decade of the 21st century was not kind to U.S. stock investors, who lost a cumulative 9%. If…
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Making Sense

I SUGGESTED a thought experiment in my last blog post—one in which the stock market shut down for six months at the start of the pandemic. I believe it helps explain why financial markets recovered with such a vengeance. Today, I take a different tack, one based on financial theory. It’s easy to forget that stocks are not pieces of paper (remember stock certificates?) or ticker symbols on a computer screen. Rather, they represent a claim on company profits, though only after bond and preferred stock investors get their due. These claims are perpetual, meaning they continue indefinitely or so long as the company remains a going concern. In theory, the value of any company, and hence its stock, is the sum of its expected future dividends, discounted to the present. Don’t get hung up on the term “discounted.” It just refers to the fact that a dollar received in five years is worth less than a dollar received next year. Imagine a dividend-paying company that’s able to increase its profits, and hence its dividends, by 5% a year over the long run. By adding up its discounted dividends—let’s say over the next five decades—we can arrive at an estimate of the company’s intrinsic value, which should be reflected in its stock price. What happens to the company’s intrinsic value when we assume next year’s profits and dividends disappear because of, say, a global pandemic and economic shutdown? The answer is that it falls by just 3.1%, assuming a 7% discount rate. If the next two years of dividends are cut, intrinsic value falls by 6.1%. In early 2020, the S&P 500 fell 34% in the span of a few weeks thanks to the fears brought on by the pandemic. Using our admittedly simplistic model of intrinsic value, a 34%…
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How to Bear It

INVESTING MAY BE simple, but it’s far from easy. Our mettle is tested during market extremes, whether it’s bubbles or bear markets. Today, both U.S. and international stocks are close to bear market territory. Amazingly, even major bond market segments are sporting double-digit losses, with Vanguard Total Bond Market ETF (symbol: BND) down almost 10% in 2022. What makes years like this one so difficult is our deep aversion to losses. Successful investing is about balancing risk and reward. But because of loss aversion, most of us place a premium on minimizing losses. For instance, many folks will only bet on a coin toss when the reward for winning is at least twice as great as the potential loss. The stock market is a favorable bet over the long run. Even on a daily basis, it rises on slightly more days than it falls. But in the short term, the potential upside is nowhere close to double the downside. Result: We often play it too safe, avoiding the stock market “casino” and keeping too much in bonds and cash. Stanford University researchers Brian Knutson and Camelia Kuhnen used functional MRI scans of brain activity to show that recent losses lead to greater loss aversion and reduced risk-taking. Their study corroborates what we already know about behavior during bear markets: Many investors retreat from stocks at the worst possible moment. While loss aversion may have conferred survival advantages to our nomadic ancestors, it’s downright counterproductive when it comes to investing. The savviest investors understand this. They learn to conquer their emotions and go against the grain, using fear as a contrarian indicator, and becoming more aggressive when they and others are most afraid. How can we manage our innate loss aversion more intelligently? A dose of cognitive psychology may help. If…
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Resolved: Sleep More

I HAVE BUT ONE New Year’s resolution: I’ll be working on a habit that promises to lower my risk of cancer, boost my immune system and decrease the odds that I’ll succumb to Alzheimer’s disease. This activity has a host of other health benefits: lower blood sugar levels, reducing the risk of cardiovascular disease and aiding weight loss. It has also been shown to improve mood, memory and creativity. What is this wonder drug and how much will it cost me? My resolution for 2022: Get more sleep. And not just more sleep, but higher quality sleep. I’ll admit that I’ve been a lifelong skeptic on the importance of sleep. Since my teenage years, I’ve gotten by with less than seven hours of sleep, sometimes far less. Like many people, I wore my sleep-deprived state as a badge of honor and a necessary evil in the pursuit of lofty ambitions. No more. My eyes were opened by a book by sleep scientist Matthew Walker called Why We Sleep. A professor at the University of California, Berkeley, and an eminent sleep researcher, Walker makes a compelling, evidence-based case for the importance of sleep and the costs we incur when we shortchange ourselves of its many benefits. The World Health Organization has declared sleep loss an epidemic throughout industrialized nations. As Walker points out, “It is no coincidence that countries where sleep time has declined most dramatically over the past century, such as the U.S., the U.K., Japan, and South Korea, and several in western Europe, are also those suffering the greatest increase in rates of the aforementioned physical diseases and mental disorders.” More than four centuries ago, the great bard himself spoke of sleep: “Balm of hurt minds, great nature’s second course, chief nourisher of life’s feast….” William Shakespeare was, as…
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Recession Watch

I’M PLAYING ECONOMIST today, looking ahead to third-quarter GDP, the first estimate of which will be released Thursday. No, I won’t be offering a forecast. There are plenty of highly capable economists doing just that. Rather, my goal is to discuss what few in the media are talking about. Could a recession be in the offing? According to economists Paul Samuelson and William Nordhaus, a recession is defined as “a period of significant decline in total output, income, and employment, usually lasting from six months to a year and marked by widespread contractions in many sectors of the economy.” The job of calling a recession belongs to the National Bureau of Economic Research. While there are no strict criteria for dating a recession, a common working definition is two consecutive quarters of negative GDP growth. The most recent recession lasted from February to April 2020—the so-called COVID-19 recession. The first two quarters of 2021 saw real GDP growth of 6.3% and 6.7%, respectively. This is undoubtedly robust. But it’s important to remember that the COVID-19 recession was one of the most severe—and shortest—in modern history, with GDP declining 19.2% from peak to trough. The rebound in GDP in the first half of 2021 was off a fairly low base. What’s in the cards for the third quarter? According to the Atlanta Federal Reserve’s GDPNow forecasting tool, the latest estimate of third-quarter GDP growth is an anemic 0.5%. This is an annualized estimate. How accurate is GDPNow? As shown in this chart, it depends on the proximity to the release date of GDP. Within four weeks of the release date, it does a pretty good job. Of course, there's far greater uncertainty in economic forecasts since the onset of the global pandemic. Still, 0.5% GDP growth is not that far from…
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