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Independence Day

"I spent my career in the investment business and a spent good deal of time explaining to our clients why our years of experience, security selection expertise and asset allocation models would produce results that justified our fees. By the end of my career, when running a group that invested for smaller clients using only funds, it became apparent to me that the fees we charged covered a lot of the services we provided, but did not necessarily produce any better results than the fund approach we used for smaller clients. In retirement, I no longer have access to the information services that were available when I was working. I have also become very sensitive to the effect that fees have on returns over time. As a result, I only use low cost funds and mostly limit my trading to raising cash when needed or rebalancing as necessary. As for my returns, they have averaged over 8% a year, which has prove more than adequate to fund our retirement and still grow our assets for whatever the future might hold. Bottom line, I own no individual stocks and cannot imagine doing so in the future."
- UofODuck
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Tempted by the Shiny and New: Another HD Car Post

""I’d talked myself into a completely different plan: forget the repair, go and find a replacement." I have these debates with friends and family (and in my head) about the repair vs. replace decision as well, but I struggle with what happens if you 'forget the repair'. Do you sell the car for $6500? After all, you now have a $1500 liability on an $8000 car, highlighted by the amber dash light. Short of somehow hiding the fact that repairs are needed, an informed buyer should discount the value of the vehicle accordingly. I seem to personally always perform the needed repairs and then independently decide its "time" to buy another car based on overall age and reliability or, just because I want to. So far, I have never been able to justify not repairing a vehicle or at minimum disclosing the need. Genuinely curious because I often hear the comment that it's just not worth repairing but, in my mind, buying vs. repairing are two separate decisions unless the repairs represent a near total loss (e.g. wreck or transmission/engine replacement on an old vehicle). Ken"
- Kenneth DeLuca
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Exercising true frugality 

"Good point. I think part of the answer is utility and degree of pleasure derived."
- R Quinn
Read more »

Haunted Head

"Jo Bo, maybe not “torn in two directions”, perhaps your breaker panel has two different circuits. One circuit runs your productive side, and another your  “me” side.  I’m thinking of a former co-worker who, after 20 years of retirement, is wound just as tight today, as he ever was on the job. That dude needs another circuit."
- Dan Smith
Read more »

A $30,000 Mistake

IF YOU’RE IN YOUR early 60s and retired, you probably have a lot of financial questions on your mind. The next few years may be among your lowest-income and lowest-tax-paying years. Your salary and bonus years are behind you. Social Security and required minimum distributions from your IRAs and 401(k)s have not started yet. You are hearing advice about doing Roth conversions during this low-tax window, and the arguments are compelling. You may also be thinking about consulting or part-time work to stay active and bring in some income. This article is about the hidden cost of those decisions: how income choices you make now can affect both your health insurance costs today and your Medicare premiums later. If you don’t understand the interaction, the surprise can cost thousands of dollars. The ACA cliff is back… and it’s steep The enhanced ACA subsidies that softened premium costs from 2021 through 2025 expired at the end of last year. Congress didn’t extend them. That means the hard cliff is back in full effect for 2026. The cliff sits at 400% of the federal poverty level. Cross it by even $1 and you lose your entire premium tax credit. It’s not a partial reduction; it’s all of it. If you aren’t prepared, that can create real cashflow problems. For 2026 coverage, based on the 2025 federal poverty guidelines, those thresholds are:
  • Single filer: $62,600 
  • Married couple: $84,600
  • Family of three: $106,600
Per KFF’s analysis, a 60-year-old earning $62,000 pays roughly $515 a month in health premiums, about 10% of income. The same person earning $64,000, or just $2,000 more, pays around $1,244 a month, roughly 23% of income. That’s not a typo. Two thousand dollars of extra income triggers roughly $8,750 in extra annual premiums.  The income figure that determines your eligibility is your MAGI. It includes everything you might be doing in retirement to manage your finances: Roth conversions, capital gain realizations, dividends, interest, part-time income and Social Security if you’re already drawing it.  The IRMAA clock starts when you’re 63, not 65 The ACA cliff is only part of the issue. Medicare uses a two-year lookback to set your premiums. Your 2028 Medicare Part B and Part D costs will be determined by your 2026 income, the same year you’re managing your ACA cliff right now. The 2026 IRMAA thresholds reflect 2024 income for those already on Medicare. They give us a reasonable proxy for what 2028 will likely look like, as the Centers for Medicare and Medicaid Services won’t publish the actual 2028 brackets until late 2027. The first IRMAA tier kicks in at $109,000 for single filers and $218,000 for couples. Cross that threshold in 2026, and when you turn 65 in 2028, you’ll be looking at roughly an extra $81.20 per month per person in Part B premiums or $974 per person per year, on top of the standard $202.90/month premium. That’s the first tier. The surcharges climb from there. And both Part B and Part D carry their own IRMAA surcharges, so couples can easily see $2,000 to $4,000 in added annual Medicare costs from a single income year that was too high. It is ironic but the income year most likely to push you over an IRMAA threshold is often one of your last years before Medicare when you might be selling an asset, doing a large Roth conversion, or drawing down a pre-tax account to fund living expenses. Why do these two cliffs need to be planned together? Put these two together and you can see the problem clearly. Take a 63-year-old couple with $80,000 of MAGI: they’re under the $84,600 cliff, subsidies intact. Now add a $20,000 Roth conversion. That one decision pushes them to $100,000 and it wipes out the entire ACA subsidy this year. The same conversion, sized larger or stacked with a capital gain that crosses $218,000, would also raise their Medicare premiums starting in 2028. That is why the two cliffs need to be modeled together, not checked separately after the fact. Where the $30,000 comes from:
ScenarioEstimated Cost
Couple crosses the ACA cliff in 2026, full subsidy lost≈ +$21,500/yr
Same 2026 MAGI over the first IRMAA tier triggers the 2028 Medicare surcharge (Part B + D, couple)+$2,297
If 2027 income also stays over the ACA cliff≈ +$21,500 more
Combined two-year exposure from the same income patternPotentially $45,000+
The chart below plots 2026 MAGI against both costs at once: the bars are your annual ACA premium (indigo while subsidized, red past the cliff), and the line is the annual Medicare surcharge that same income locks in for 2028. If you’re 63 in 2026: Too much income this year and you lose ACA subsidies, costing potentially $10,000 to $25,000 more in health premiums in 2026 and 2027. Too much income this year and you trigger IRMAA, paying $2,000 to $8,000+ more in Medicare premiums annually starting in 2028. Both cliffs draw from the same income year at once, not in sequence. Your 2026 MAGI sets your ACA subsidy right now, and that same 2026 return sets your 2028 Medicare premium through the two-year lookback. Because the two systems are run separately (one by the IRS and the Department of Health and Human Services, the other by Social Security and the Centers for Medicare and Medicaid Services) most people never see the combined exposure until it’s already locked in. What you can do about it The goal is to keep your 2026 MAGI below both cliffs where possible, or at least to be deliberate about which cliff you’re willing to cross and why.
  • Traditional IRA contributions: reduce MAGI dollar-for-dollar, if you have earned income
  • HSA contributions: a pre-tax reduction, but watch the Medicare timeline
  • Capital gain timing: deferring a sale past Medicare can bypass the pincer entirely
  • Roth conversions: the opposite, since they add directly to MAGI
For people with earned income, deductible Traditional IRA contributions can be one of the most direct MAGI reducers. If you or your spouse has earned income, you can contribute to a Traditional IRA and deduct it, reducing MAGI dollar-for-dollar. The 2026 limit is $7,500 per person, or $8,600 if you’re 50 or older. For a couple where one spouse is still working, that’s potentially $17,200 off your MAGI. One catch: if you’re covered by a workplace retirement plan, the deduction phases out at higher incomes. For 2026, between $81,000 and $91,000 of MAGI for single filers, or $129,000 and $149,000 for joint filers when the contributing spouse is covered. The counterintuitive part: you’re putting money into a pre-tax account when your tax rate is relatively low, with the understanding that you’ll pay taxes on it later and possibly at higher rates. For some people, that trade doesn’t pencil out. For others, protecting a $10,000 ACA subsidy this year is worth the future tax cost. The math depends on your specific situation, and it’s worth modeling rather than assuming. Health savings account contributions work similarly. Pre-tax contributions reduce MAGI directly. The catch is that you must be on an HSA-eligible high-deductible health plan to contribute. If your ACA marketplace plan qualifies, and you’re not yet on Medicare, this can be a meaningful lever. The 2026 limits are $4,400 for self-only coverage and $8,750 for family coverage, plus an extra $1,000 catch-up if you’re 55 or older. Plan to stop contributions before Medicare begins. Medicare’s Part A coverage can backdate up to six months, which can turn recent contributions into excess contributions, so watch that timeline carefully. Capital gain timing is often the biggest swing. If you’re planning to sell appreciated assets, a taxable brokerage position, a rental property, anything with embedded gain, the year you do it matters enormously. Deferring a large realization from 2026 to 2029, after Medicare begins, sidesteps both the ACA cliff and the IRMAA lookback simultaneously. That’s not always possible, but it’s worth asking whether the transaction needs to happen this year. Roth conversions don’t reduce MAGI, they add to it. If you’re in the pincer zone, aggressive Roth conversion in 2026 can push you over the ACA cliff and set your 2028 IRMAA tier at the same time. That’s not an argument against Roth conversions generally. It’s an argument for sizing them carefully relative to where you are on both cliff structures. If you’re already below both thresholds with room to spare, a modest conversion can make sense. If you’re hovering near either line, the math changes quickly. One longer-horizon point, separate from the two-year window this article is about: if you’re in the pre-pincer years, your late 50s or early 60s, modest Roth conversions now can reduce the size of your future RMDs. Smaller RMDs mean less forced taxable income in your late 60s and beyond, which means less pressure on the IRMAA tiers you’ll face once you’re on Medicare. That is a multi-decade trade, not a fix for the immediate cliff, and it works best when you have a decade or more of runway before Medicare enrollment. Plan this out The two-year lookback means you lose the ability to affect your 2028 Medicare premiums after December 31, 2026. You can’t file an amended return and get a different IRMAA. There is an appeal process through Social Security, but it’s designed for genuine life-changing events like retirement or divorce, not for voluntary income decisions that turned out to be more expensive than expected. For ACA purposes, 2026 is the year in question. January 1, 2027 starts a new calculation. That means the window for planning is now. Not 2027, when you’re closer to Medicare. ________________________________________________________________________________ John Urban is the founder of RetireSmartIRA, a retirement tax-planning app. Earlier, he founded GT Nexus, a supply-chain software company acquired by Infor in 2015. He lives in Northern California with his wife, Kathy, and enjoys time with family, travel, reading, Bay Area sports, and the occasional deep dive into the fine print of the tax code.
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Luck, Stupidity, Automation and Inertia

"Patrick, in hindsight, we've had an amazing investment journey these last 40 years — though for large stretches, it certainly didn't feel that way at the time. It's always easy to construct a positive narrative after the fact. What I'm more hopeful about is that when today's generation looks back over their own investment timeframe, human ingenuity will have written a similar story. And if nothing else, the unprecedented intergenerational wealth transfer on the horizon should give them a solid foundation to build on."
- Mark Crothers
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What’s in your portfolio ?

"Likewise, VOO (S&P 500) appreciation higher than VTI and VXF over the longer term: 5-years: VOO 72%, VTI 64%, VXF 29% 10-years: VOO 256%, VTI 244%, VXF 185% 17-years: VOO 556%, VTI 507%, VXF 381% Data taken from Yahoo finance. If reinvested dividends are included, the total return spreads for VOO are a bit larger. Of course, past performance no guarantee of future performance."
- John Yeigh
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Open Questions

AS WE CELEBRATE 250 years since the Declaration of Independence, I’m reminded of an expression that’s popular in the investment world: “This time is different.” The phrase dates to a 1993 publication titled “16 Rules for Investment Success,” authored by the veteran investment manager Sir John Templeton. Rule number 11 included the following admonition: “The investor who says, ‘This time is different,’ when in fact it’s virtually a repeat of an earlier situation, has uttered among the four most costly words in the annals of investing.” Templeton’s message, in other words: Human nature doesn’t change. Though the facts change with each new market cycle, the outcome will ultimately be driven by the same human tendencies and emotions as we’ve seen many times before. The phrase “this time is different” was further popularized by a book by that name published during the worst of the financial crisis in 2009. Economists Carmen Reinhart and Kenneth Rogoff studied dozens of market cycles going back centuries and concluded that Templeton’s somewhat informal hypothesis turned out to be more accurate than even he might have guessed. Things always seem different but rarely are. As a result, “this time is different” is an expression that’s usually invoked with irony, as if to suggest that whatever investors are excited about today is likely—with the benefit of hindsight down the road—to look no different from similar events in the past. What makes this notion tricky, though, is that sometimes things do change in ways that are fundamentally new and discontinuous. In other words, we can’t dismiss every new development we see in investment markets with the glib assertion that the future will be no different from the past. Even if human nature is a constant, in other words, a more critical analysis of current events is always warranted. Here are four such areas where change is underway but the ultimate result is still an open question. Question 1 - The impact of the internet on investing. Years ago, the assumption was that the internet would democratize investing because it would make more information accessible to more people at lower costs. This hypothesis was logical, and to some degree, it was accurate. Information that was previously only available through a pricey Bloomberg terminal is now available through any number of free or low-cost online services.  But there have been unintended consequences. As much as the internet enables the spread of information, it also accelerates the spread of less-than-useful information that can drive events like the meme stock craze in 2021. The internet has also given rise to various forms of gambling. It’s enabled inventions like non-fungible tokens, which seem to be of dubious value. And the internet has enabled cryptocurrencies, of which there are apparently millions. Many have lost all or virtually all of their value. Which way will this go? On the positive side, the internet has lowered costs dramatically. Where brokerage commissions were more than $100 not too long ago, most brokers now charge little or nothing to trade stocks and exchange-traded funds. At the same time, recent trends suggest that the internet has been of mixed value, especially with the recent rise in so-called prediction markets. But reversion to the mean is a powerful force, and ultimately the internet may be a net positive for investors. Question 2 - The impact of artificial intelligence on the workforce. Not long ago, there was the belief that AI would displace large numbers of workers. This view was supported most notably by OpenAI co-founder Sam Altman, who commented more than once that AI was likely to “replace most of the jobs people do today.” But he’s since changed his mind. “I'm delighted to be wrong about this,” Altman said this spring. “I thought there would have been more impact on entry-level white-collar jobs being eliminated by now than ​has actually happened.” What did Altman overlook in his earlier prediction? Investor Bob Haber offers an analog. When railroad networks became widespread in the 1800s, there was the assumption that demand for horses would fall significantly. But the opposite happened.  As Haber explains, “rail displaced horses in one narrow function, long-haul transport, but it increased demand for them almost everywhere else. Rail depots needed drayage. Growing railroad towns needed more cartage. Farms connected to wider markets needed more local hauling. Rail automated one visible task while enlarging the surrounding economic system in ways that created more complementary work for horses and for the humans who depended on them.” We may see something similar with AI. The jury is still out, but it’s clear that the most pessimistic predictions overlooked potential second-order effects. Question 3 - Whether the stock market is overvalued. For a decade, and maybe more, there’s been hand-wringing over stock market valuations. Using the popular cyclically-adjusted price-to-earnings (CAPE) ratio as a yardstick, the market’s valuation has been rising almost continuously since 2009 and is now just a few percent below the peak reached in 2000. Through that lens, there’s a lot to worry about, and those who argue that this time is different seem like they’re straining to justify numbers that shouldn’t be dismissed. There’s another side to this argument, though, driven by the fact that the composition of the market has changed over time. Today’s largest companies are almost all in technology and are faster growing than the largest firms were in past generations. As a result, the argument goes, today’s technology companies deserve higher valuations. And that, in their view, makes the CAPE ratio an outdated metric. Who’s right? Of course, time will tell. That’s why investors’ best defense, in my view, is a defensive asset allocation. Question 4 - The value of international diversification. Twenty years ago, the accepted wisdom was to diversify a stock portfolio internationally. One reason was because many economies outside the U.S. were growing quickly. Another argument was that exchange rate fluctuations were a potential source of added returns. Those who limited their investments to the U.S. were accused of “home bias.” But this view came under pressure when, for most of the past 20 years, domestic markets outpaced their global peers, and that’s reversed only recently. How should we think about this question? One point of view is that we shouldn’t abandon diversification simply because it delivered a string of losing years, and indeed, the recent resurgence of international stocks might represent the beginning of a new trend.  The opposing view cites the relative anemia of many international markets, especially in Europe. Over the 15-year period between 2008 and 2023, GDP per capita in the European Union fell from 76.5% of the level in the U.S. to just 50%. Which side is correct? It is, of course, anyone’s guess, which is why I continue to believe in international diversification.   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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Jonathan’s Parting Thoughts: No. 9

"I find reading old advice rephrased is worthwhile."
- Jack Hannam
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Happy 250th Birthday America

"Great post. I am very lucky that my grandparents came to the US from Eastern Europe about 130 years ago. If they had not, I would not exist at all. Happy birthday America, the land of opportunity."
- Howard Schwartz
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Independence Day

"I spent my career in the investment business and a spent good deal of time explaining to our clients why our years of experience, security selection expertise and asset allocation models would produce results that justified our fees. By the end of my career, when running a group that invested for smaller clients using only funds, it became apparent to me that the fees we charged covered a lot of the services we provided, but did not necessarily produce any better results than the fund approach we used for smaller clients. In retirement, I no longer have access to the information services that were available when I was working. I have also become very sensitive to the effect that fees have on returns over time. As a result, I only use low cost funds and mostly limit my trading to raising cash when needed or rebalancing as necessary. As for my returns, they have averaged over 8% a year, which has prove more than adequate to fund our retirement and still grow our assets for whatever the future might hold. Bottom line, I own no individual stocks and cannot imagine doing so in the future."
- UofODuck
Read more »

Tempted by the Shiny and New: Another HD Car Post

""I’d talked myself into a completely different plan: forget the repair, go and find a replacement." I have these debates with friends and family (and in my head) about the repair vs. replace decision as well, but I struggle with what happens if you 'forget the repair'. Do you sell the car for $6500? After all, you now have a $1500 liability on an $8000 car, highlighted by the amber dash light. Short of somehow hiding the fact that repairs are needed, an informed buyer should discount the value of the vehicle accordingly. I seem to personally always perform the needed repairs and then independently decide its "time" to buy another car based on overall age and reliability or, just because I want to. So far, I have never been able to justify not repairing a vehicle or at minimum disclosing the need. Genuinely curious because I often hear the comment that it's just not worth repairing but, in my mind, buying vs. repairing are two separate decisions unless the repairs represent a near total loss (e.g. wreck or transmission/engine replacement on an old vehicle). Ken"
- Kenneth DeLuca
Read more »

Exercising true frugality 

"Good point. I think part of the answer is utility and degree of pleasure derived."
- R Quinn
Read more »

Haunted Head

"Jo Bo, maybe not “torn in two directions”, perhaps your breaker panel has two different circuits. One circuit runs your productive side, and another your  “me” side.  I’m thinking of a former co-worker who, after 20 years of retirement, is wound just as tight today, as he ever was on the job. That dude needs another circuit."
- Dan Smith
Read more »

A $30,000 Mistake

IF YOU’RE IN YOUR early 60s and retired, you probably have a lot of financial questions on your mind. The next few years may be among your lowest-income and lowest-tax-paying years. Your salary and bonus years are behind you. Social Security and required minimum distributions from your IRAs and 401(k)s have not started yet. You are hearing advice about doing Roth conversions during this low-tax window, and the arguments are compelling. You may also be thinking about consulting or part-time work to stay active and bring in some income. This article is about the hidden cost of those decisions: how income choices you make now can affect both your health insurance costs today and your Medicare premiums later. If you don’t understand the interaction, the surprise can cost thousands of dollars. The ACA cliff is back… and it’s steep The enhanced ACA subsidies that softened premium costs from 2021 through 2025 expired at the end of last year. Congress didn’t extend them. That means the hard cliff is back in full effect for 2026. The cliff sits at 400% of the federal poverty level. Cross it by even $1 and you lose your entire premium tax credit. It’s not a partial reduction; it’s all of it. If you aren’t prepared, that can create real cashflow problems. For 2026 coverage, based on the 2025 federal poverty guidelines, those thresholds are:
  • Single filer: $62,600 
  • Married couple: $84,600
  • Family of three: $106,600
Per KFF’s analysis, a 60-year-old earning $62,000 pays roughly $515 a month in health premiums, about 10% of income. The same person earning $64,000, or just $2,000 more, pays around $1,244 a month, roughly 23% of income. That’s not a typo. Two thousand dollars of extra income triggers roughly $8,750 in extra annual premiums.  The income figure that determines your eligibility is your MAGI. It includes everything you might be doing in retirement to manage your finances: Roth conversions, capital gain realizations, dividends, interest, part-time income and Social Security if you’re already drawing it.  The IRMAA clock starts when you’re 63, not 65 The ACA cliff is only part of the issue. Medicare uses a two-year lookback to set your premiums. Your 2028 Medicare Part B and Part D costs will be determined by your 2026 income, the same year you’re managing your ACA cliff right now. The 2026 IRMAA thresholds reflect 2024 income for those already on Medicare. They give us a reasonable proxy for what 2028 will likely look like, as the Centers for Medicare and Medicaid Services won’t publish the actual 2028 brackets until late 2027. The first IRMAA tier kicks in at $109,000 for single filers and $218,000 for couples. Cross that threshold in 2026, and when you turn 65 in 2028, you’ll be looking at roughly an extra $81.20 per month per person in Part B premiums or $974 per person per year, on top of the standard $202.90/month premium. That’s the first tier. The surcharges climb from there. And both Part B and Part D carry their own IRMAA surcharges, so couples can easily see $2,000 to $4,000 in added annual Medicare costs from a single income year that was too high. It is ironic but the income year most likely to push you over an IRMAA threshold is often one of your last years before Medicare when you might be selling an asset, doing a large Roth conversion, or drawing down a pre-tax account to fund living expenses. Why do these two cliffs need to be planned together? Put these two together and you can see the problem clearly. Take a 63-year-old couple with $80,000 of MAGI: they’re under the $84,600 cliff, subsidies intact. Now add a $20,000 Roth conversion. That one decision pushes them to $100,000 and it wipes out the entire ACA subsidy this year. The same conversion, sized larger or stacked with a capital gain that crosses $218,000, would also raise their Medicare premiums starting in 2028. That is why the two cliffs need to be modeled together, not checked separately after the fact. Where the $30,000 comes from:
ScenarioEstimated Cost
Couple crosses the ACA cliff in 2026, full subsidy lost≈ +$21,500/yr
Same 2026 MAGI over the first IRMAA tier triggers the 2028 Medicare surcharge (Part B + D, couple)+$2,297
If 2027 income also stays over the ACA cliff≈ +$21,500 more
Combined two-year exposure from the same income patternPotentially $45,000+
The chart below plots 2026 MAGI against both costs at once: the bars are your annual ACA premium (indigo while subsidized, red past the cliff), and the line is the annual Medicare surcharge that same income locks in for 2028. If you’re 63 in 2026: Too much income this year and you lose ACA subsidies, costing potentially $10,000 to $25,000 more in health premiums in 2026 and 2027. Too much income this year and you trigger IRMAA, paying $2,000 to $8,000+ more in Medicare premiums annually starting in 2028. Both cliffs draw from the same income year at once, not in sequence. Your 2026 MAGI sets your ACA subsidy right now, and that same 2026 return sets your 2028 Medicare premium through the two-year lookback. Because the two systems are run separately (one by the IRS and the Department of Health and Human Services, the other by Social Security and the Centers for Medicare and Medicaid Services) most people never see the combined exposure until it’s already locked in. What you can do about it The goal is to keep your 2026 MAGI below both cliffs where possible, or at least to be deliberate about which cliff you’re willing to cross and why.
  • Traditional IRA contributions: reduce MAGI dollar-for-dollar, if you have earned income
  • HSA contributions: a pre-tax reduction, but watch the Medicare timeline
  • Capital gain timing: deferring a sale past Medicare can bypass the pincer entirely
  • Roth conversions: the opposite, since they add directly to MAGI
For people with earned income, deductible Traditional IRA contributions can be one of the most direct MAGI reducers. If you or your spouse has earned income, you can contribute to a Traditional IRA and deduct it, reducing MAGI dollar-for-dollar. The 2026 limit is $7,500 per person, or $8,600 if you’re 50 or older. For a couple where one spouse is still working, that’s potentially $17,200 off your MAGI. One catch: if you’re covered by a workplace retirement plan, the deduction phases out at higher incomes. For 2026, between $81,000 and $91,000 of MAGI for single filers, or $129,000 and $149,000 for joint filers when the contributing spouse is covered. The counterintuitive part: you’re putting money into a pre-tax account when your tax rate is relatively low, with the understanding that you’ll pay taxes on it later and possibly at higher rates. For some people, that trade doesn’t pencil out. For others, protecting a $10,000 ACA subsidy this year is worth the future tax cost. The math depends on your specific situation, and it’s worth modeling rather than assuming. Health savings account contributions work similarly. Pre-tax contributions reduce MAGI directly. The catch is that you must be on an HSA-eligible high-deductible health plan to contribute. If your ACA marketplace plan qualifies, and you’re not yet on Medicare, this can be a meaningful lever. The 2026 limits are $4,400 for self-only coverage and $8,750 for family coverage, plus an extra $1,000 catch-up if you’re 55 or older. Plan to stop contributions before Medicare begins. Medicare’s Part A coverage can backdate up to six months, which can turn recent contributions into excess contributions, so watch that timeline carefully. Capital gain timing is often the biggest swing. If you’re planning to sell appreciated assets, a taxable brokerage position, a rental property, anything with embedded gain, the year you do it matters enormously. Deferring a large realization from 2026 to 2029, after Medicare begins, sidesteps both the ACA cliff and the IRMAA lookback simultaneously. That’s not always possible, but it’s worth asking whether the transaction needs to happen this year. Roth conversions don’t reduce MAGI, they add to it. If you’re in the pincer zone, aggressive Roth conversion in 2026 can push you over the ACA cliff and set your 2028 IRMAA tier at the same time. That’s not an argument against Roth conversions generally. It’s an argument for sizing them carefully relative to where you are on both cliff structures. If you’re already below both thresholds with room to spare, a modest conversion can make sense. If you’re hovering near either line, the math changes quickly. One longer-horizon point, separate from the two-year window this article is about: if you’re in the pre-pincer years, your late 50s or early 60s, modest Roth conversions now can reduce the size of your future RMDs. Smaller RMDs mean less forced taxable income in your late 60s and beyond, which means less pressure on the IRMAA tiers you’ll face once you’re on Medicare. That is a multi-decade trade, not a fix for the immediate cliff, and it works best when you have a decade or more of runway before Medicare enrollment. Plan this out The two-year lookback means you lose the ability to affect your 2028 Medicare premiums after December 31, 2026. You can’t file an amended return and get a different IRMAA. There is an appeal process through Social Security, but it’s designed for genuine life-changing events like retirement or divorce, not for voluntary income decisions that turned out to be more expensive than expected. For ACA purposes, 2026 is the year in question. January 1, 2027 starts a new calculation. That means the window for planning is now. Not 2027, when you’re closer to Medicare. ________________________________________________________________________________ John Urban is the founder of RetireSmartIRA, a retirement tax-planning app. Earlier, he founded GT Nexus, a supply-chain software company acquired by Infor in 2015. He lives in Northern California with his wife, Kathy, and enjoys time with family, travel, reading, Bay Area sports, and the occasional deep dive into the fine print of the tax code.
Read more »

Luck, Stupidity, Automation and Inertia

"Patrick, in hindsight, we've had an amazing investment journey these last 40 years — though for large stretches, it certainly didn't feel that way at the time. It's always easy to construct a positive narrative after the fact. What I'm more hopeful about is that when today's generation looks back over their own investment timeframe, human ingenuity will have written a similar story. And if nothing else, the unprecedented intergenerational wealth transfer on the horizon should give them a solid foundation to build on."
- Mark Crothers
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What’s in your portfolio ?

"Likewise, VOO (S&P 500) appreciation higher than VTI and VXF over the longer term: 5-years: VOO 72%, VTI 64%, VXF 29% 10-years: VOO 256%, VTI 244%, VXF 185% 17-years: VOO 556%, VTI 507%, VXF 381% Data taken from Yahoo finance. If reinvested dividends are included, the total return spreads for VOO are a bit larger. Of course, past performance no guarantee of future performance."
- John Yeigh
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Open Questions

AS WE CELEBRATE 250 years since the Declaration of Independence, I’m reminded of an expression that’s popular in the investment world: “This time is different.” The phrase dates to a 1993 publication titled “16 Rules for Investment Success,” authored by the veteran investment manager Sir John Templeton. Rule number 11 included the following admonition: “The investor who says, ‘This time is different,’ when in fact it’s virtually a repeat of an earlier situation, has uttered among the four most costly words in the annals of investing.” Templeton’s message, in other words: Human nature doesn’t change. Though the facts change with each new market cycle, the outcome will ultimately be driven by the same human tendencies and emotions as we’ve seen many times before. The phrase “this time is different” was further popularized by a book by that name published during the worst of the financial crisis in 2009. Economists Carmen Reinhart and Kenneth Rogoff studied dozens of market cycles going back centuries and concluded that Templeton’s somewhat informal hypothesis turned out to be more accurate than even he might have guessed. Things always seem different but rarely are. As a result, “this time is different” is an expression that’s usually invoked with irony, as if to suggest that whatever investors are excited about today is likely—with the benefit of hindsight down the road—to look no different from similar events in the past. What makes this notion tricky, though, is that sometimes things do change in ways that are fundamentally new and discontinuous. In other words, we can’t dismiss every new development we see in investment markets with the glib assertion that the future will be no different from the past. Even if human nature is a constant, in other words, a more critical analysis of current events is always warranted. Here are four such areas where change is underway but the ultimate result is still an open question. Question 1 - The impact of the internet on investing. Years ago, the assumption was that the internet would democratize investing because it would make more information accessible to more people at lower costs. This hypothesis was logical, and to some degree, it was accurate. Information that was previously only available through a pricey Bloomberg terminal is now available through any number of free or low-cost online services.  But there have been unintended consequences. As much as the internet enables the spread of information, it also accelerates the spread of less-than-useful information that can drive events like the meme stock craze in 2021. The internet has also given rise to various forms of gambling. It’s enabled inventions like non-fungible tokens, which seem to be of dubious value. And the internet has enabled cryptocurrencies, of which there are apparently millions. Many have lost all or virtually all of their value. Which way will this go? On the positive side, the internet has lowered costs dramatically. Where brokerage commissions were more than $100 not too long ago, most brokers now charge little or nothing to trade stocks and exchange-traded funds. At the same time, recent trends suggest that the internet has been of mixed value, especially with the recent rise in so-called prediction markets. But reversion to the mean is a powerful force, and ultimately the internet may be a net positive for investors. Question 2 - The impact of artificial intelligence on the workforce. Not long ago, there was the belief that AI would displace large numbers of workers. This view was supported most notably by OpenAI co-founder Sam Altman, who commented more than once that AI was likely to “replace most of the jobs people do today.” But he’s since changed his mind. “I'm delighted to be wrong about this,” Altman said this spring. “I thought there would have been more impact on entry-level white-collar jobs being eliminated by now than ​has actually happened.” What did Altman overlook in his earlier prediction? Investor Bob Haber offers an analog. When railroad networks became widespread in the 1800s, there was the assumption that demand for horses would fall significantly. But the opposite happened.  As Haber explains, “rail displaced horses in one narrow function, long-haul transport, but it increased demand for them almost everywhere else. Rail depots needed drayage. Growing railroad towns needed more cartage. Farms connected to wider markets needed more local hauling. Rail automated one visible task while enlarging the surrounding economic system in ways that created more complementary work for horses and for the humans who depended on them.” We may see something similar with AI. The jury is still out, but it’s clear that the most pessimistic predictions overlooked potential second-order effects. Question 3 - Whether the stock market is overvalued. For a decade, and maybe more, there’s been hand-wringing over stock market valuations. Using the popular cyclically-adjusted price-to-earnings (CAPE) ratio as a yardstick, the market’s valuation has been rising almost continuously since 2009 and is now just a few percent below the peak reached in 2000. Through that lens, there’s a lot to worry about, and those who argue that this time is different seem like they’re straining to justify numbers that shouldn’t be dismissed. There’s another side to this argument, though, driven by the fact that the composition of the market has changed over time. Today’s largest companies are almost all in technology and are faster growing than the largest firms were in past generations. As a result, the argument goes, today’s technology companies deserve higher valuations. And that, in their view, makes the CAPE ratio an outdated metric. Who’s right? Of course, time will tell. That’s why investors’ best defense, in my view, is a defensive asset allocation. Question 4 - The value of international diversification. Twenty years ago, the accepted wisdom was to diversify a stock portfolio internationally. One reason was because many economies outside the U.S. were growing quickly. Another argument was that exchange rate fluctuations were a potential source of added returns. Those who limited their investments to the U.S. were accused of “home bias.” But this view came under pressure when, for most of the past 20 years, domestic markets outpaced their global peers, and that’s reversed only recently. How should we think about this question? One point of view is that we shouldn’t abandon diversification simply because it delivered a string of losing years, and indeed, the recent resurgence of international stocks might represent the beginning of a new trend.  The opposing view cites the relative anemia of many international markets, especially in Europe. Over the 15-year period between 2008 and 2023, GDP per capita in the European Union fell from 76.5% of the level in the U.S. to just 50%. Which side is correct? It is, of course, anyone’s guess, which is why I continue to believe in international diversification.   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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Manifesto

NO. 25: BEFORE we invest, we should ask why we’re investing. Stocks are a great choice if we’re long-term investors—and a terrible investment if we’ll need to spend our money in the next five years.

humans

NO. 40: WE'RE HEAVILY influenced by how issues are framed. Which sounds more appealing, an investment that historically has made money over almost all 10-year holding periods—or one that’s lost money in one out of four years? Both things are true of the broad U.S. stock market, and yet the second description makes stocks seem far less appealing.

think

CREATIVE DESTRUCTION. When companies fail, often it isn’t because competitors are marginally better. Instead, they’re faced with new entrants who conduct business in a radically different manner—what economist Joseph Schumpter called a “gale of creative destruction.” A prime example: Think of the way online retailers have hurt shopping malls.

act

SAVE SOME for your future self. Looking to lose weight? At restaurants, transfer half your serving to a second plate and ask the waiter to box it up. If the food will make good leftovers, it’s easy to do, because you know you’ll have a treat tomorrow. Want to save more? Think about it the same way—and set aside some of today’s spending money for tomorrow.

Investing

Manifesto

NO. 25: BEFORE we invest, we should ask why we’re investing. Stocks are a great choice if we’re long-term investors—and a terrible investment if we’ll need to spend our money in the next five years.

Spotlight: Advisors

Paying Them to Worry

EVERY SO OFTEN, I see comments on social media about Vanguard Group’s Personal Advisor Services (PAS). One person posted that he’d talked to a growing number of people who quit PAS. There was no particular reason given for why they left. But I don’t doubt it. I’m a PAS client. I’ve often thought about terminating my relationship.
I’ve been with PAS since 2018. When I first joined, the PAS advisors made a few changes to my investment portfolio.

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My Mistakes

Thank you Jonathan for as always, for your willingness to tell your story, the good and the bad.
I have one big mistake to get out there.
About 10 years before my wife and I retired, I started getting interested in money. I educated myself about index versus managed funds, fees, etc. While both of us had sizable 403b accounts that were tied up at work, I put all our after tax money in Vanguard. When we retired,

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Less Funds More Gain

READERS MAY RECALL Laura, my acquaintance who didn’t need life insurance but was sold a policy anyway. Alarmed by her ignorance, she vowed to manage her own money. As a first step, she parted ways with her financial advisor.
The advisor had her invested in 35 funds. She never fully understood what these funds owned or why she needed them. She had previously thought that investing had to be complicated and was best left to the professionals.

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Your Results May Vary

“SELL THE SIZZLE, BOYS.” With those words from the sales manager at a big insurance company, the 2003 class of newly minted registered representatives were off to the races, extolling the virtues of the firm’s products to family, friends and anyone else who would listen.
I still vividly remember that moment. Yes, I was there.
To become registered reps, the 2003 class had to pass the necessary exams to get a Series 6 securities license and a license to sell life and health insurance.

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The High Cost of Financial Advice: A Tale of Two Portfolios

Suzie and I present a microcosm of the debate around financial advisors. I choose to use Vanguard and keep my costs low, whereas Suzie uses a former long-time colleague from her days in the banking sector who happens to be an independent wealth manager to operate her portfolio. To me, the portfolio seems unnecessarily complicated with an average fund fee of slightly over 1.5% in addition to a 0.5% advisor fee. This seems exorbitant in my eyes.

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Financial AI: Benefit or Danger? I Don’t Know

There’s a debate ongoing in the UK at the moment around a cash-only tax-advantaged account, and if the benefit should be reduced from a yearly £20,000 deposit allowance to £4,000. This is with the aim of making people favor equity-based, tax-advantaged accounts to enhance returns. Very UK specific, but it got me thinking once again about the general idea of holding cash as a defensive asset in your portfolio for sequence of returns (SOR) risk when in retirement.

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Spotlight: Zaccardi

Growing Pains

THE LATEST ESTIMATE for first-quarter GDP growth was issued by the Bureau of Economic Analysis (BEA) on Wednesday morning. While not market-moving news, it revealed that the economy shrank at an annualized rate of 1.6%, a tad worse than market expectations. The most surprising part of the revised estimate was the downward adjustment in personal consumption. Along with recent credit- and debit-card spending data, as well as comments from a few consumer goods companies, there are clear signs that the economy might already be in a recession. The Friday before a long holiday weekend is usually quiet for the markets. But instead, we got another GDP data point, this time from the Federal Reserve Bank of Atlanta. Its GDPNow model provides a “nowcast” estimate of GDP before the BEA’s release. The model currently shows -2.1% for the second quarter. To be sure, GDPNow isn’t always accurate. Still, if the BEA’s official number comes even close to that -2.1%, that would imply that the economy has been in a recession since the start of 2022. A recession, as defined by the National Bureau of Economic Research, “involves a significant decline in economic activity that is spread across the economy and lasts more than a few months.” The pandemic-induced recession of 2020 is such an example. It lasted just two months. Meanwhile, many economists expect sluggish economic output through 2024. So much for the “roaring '20s.” Is your heart beating a little faster having digested those grim thoughts? Here’s the good news: The stock market is not the economy. A rule of thumb is that stocks lead the economy by about six months. Funnily enough, the S&P 500 peaked almost exactly six months ago. The S&P 500’s Jan. 3 all-time closing high of 4,796.56 took place when few traders were anticipating an economic…
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Yielding to Buybacks

DIVIDEND YIELDS MAY be tiny, but they sure they get talked about a lot. As Rick Connor pointed out on Friday, the S&P 500 stocks collectively yield just 1.3%—near 20-year lows. Yields have fallen as share prices have climbed and as companies have put more emphasis on stock buybacks. In fact, today, companies spend more on buying back their own shares than paying dividends. Companies continuously manage their capital structure—how much of the enterprise is funded by issuing stock and how much with debt. Financing a company with stock is usually more expensive. Why? Delivering the earnings that shareholders expect typically costs more than meeting a company’s obligations to its bondholders, especially at today’s rock-bottom interest rates. It can make sense for a chief financial officer to buy back the company’s shares while taking on more debt, thereby lowering the firm’s weighted average “cost of capital.” The risk is that the firm ends up with too much debt, but the reward is a lower hurdle rate for profitable projects. When a firm repurchases shares to reduce the relative importance of its “equity” financing, its “buyback yield”—the amount of money returned to shareholders through share repurchases—goes up. These share repurchases, coupled with stock dividends, make up a company’s “total shareholder yield.” There’s a great chart that occasionally appears in J.P. Morgan Asset Management’s Guide to the Markets. It shows total shareholder yield by sector. What I find surprising: The lowest-yielding sector is utilities. Income-oriented investors know that utility stocks almost always have juicy dividend yields. These companies usually have reliable cash flows, so they can safely carry debt while paying out a high proportion of profits to shareholders. What these firms haven’t been doing recently is buying back their own shares. Utilities and real estate are the only two industry sectors,…
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Falling Hard

THE S&P 500 IS DOWN 10% so far this year—but the pain hasn’t been dished out evenly. Value and steady dividend-paying stocks are about flat for 2022, while technology companies and speculative small-cap stocks have suffered mightily. Money has fled the market’s unprofitable glamor companies and flocked to old-fashioned cash flow generators. Just how bad has the drubbing been among formerly hot growth names? Look no further than Cathie Wood’s ARK Innovation ETF (symbol: ARKK). Over the past year, this actively managed exchange-traded fund (ETF) is down a whopping 57%. The losses piled up starting early November 2021—arguably the peak for growth stocks and small-cap shares. ARK Innovation ETF fell more than 20% during 2021’s final two months. After that significant late-year dip, the fund has slumped another 45% this year, bringing its total drawdown to 67% since the fund’s all-time high notched in February 2021. Given the way investment compounding works, the fund must now soar some 200% just to get back to even. The growth-stock part of the stock market is clearly in a bear market. Just how bad have some of the drops been among ARK Innovation’s biggest holdings? Brace yourself. Morningstar is my favorite site for analyzing ETFs. I like to see what’s under the hood of popular funds. According to the April 21 snapshot, Tesla (TSLA) is ARK Innovation’s biggest position, with a nearly 11% weighting. The stock has performed spectacularly over the past year, up 40%. But among the fund’s largest holdings, that’s the only happy story. Zoom Video (ZM) is the second-biggest holding. That work-from-home story stock has fallen 69% over the past 12 months. Roku (ROKU), ARK’s third-largest position, is down 72% from a year ago, while its fourth-largest holding—Teladoc Health (TDOC)—is off 68%. All these stocks were among the fund’s top…
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An Incentive to Help

THE 2017 TAX CUTS and Jobs Act doubled the standard deduction. It’s estimated that 90% of households took the standard deduction in 2018, rather than itemizing, up from 69% in 2017. The tax-code overhaul essentially means it costs more to donate to your favorite qualifying charities—unless you’re among the 10% whose itemized deductions exceed their standard deduction. To be sure, we shouldn’t give to charity solely for the potential tax benefit. Even if you itemize and hence you can deduct your gift, you’ll still be out of pocket. That said, for those of us who claim the standard deduction, there is an added financial incentive to give in 2021. If you make a $300 cash donation by Dec. 31, you can take a deduction on your tax return—even if you don’t itemize. A similar write-off was put in place by the CARES Act for the 2020 tax year. Say you’re in the 22% marginal tax bracket. A $300 charitable contribution means you’ll save $66 in taxes. Nobody’s going to retire on that windfall. But perhaps you can use it as an excuse to enjoy a (thrifty) date night. Alternatively, you might add the amount of the tax break to your donation, so you give even more to your favorite nonprofit. Some additional good news: If you’re married filing jointly, you can get double the deduction with a $600 donation. That’s an increase from last year, when couples were limited to $300.
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It Could Be Worse

FEELING DESPONDENT about your 2022 investment returns? Yes, it’s been a grueling year for almost all stock and bond investors. But some folks have been hit far harder than others. In the bounce back from 2020’s coronavirus market crash, near-zero-percent interest rates, coupled with consumers flush with cash, made for pockets of irrational exuberance. High-risk growth stocks—like those owned by Cathie Wood’s ARK Innovation ETF (symbol: ARKK)—captured the imaginations of Wall Street and Main Street alike. ARK Innovation rallied from a pandemic low of $33 to its February 2021 peak just shy of $160. But fast forward to today, and the fund’s shares have completed a roundtrip to their March 2020 bottom. The fund has plummeted some 80% from its all-time high and is off 67% this year alone. One fund has capitalized on ARK’s misfortune: AXS Short Innovation Daily ETF (SARK) sells short the entire ARK Innovation portfolio, in a bet those stocks will fall. AXS is up almost 86% in 2022.  But ARK Innovation is hardly 2022’s only big loser. In 2021, SPACs, short for special purpose acquisition companies, were a popular way for private companies to become publicly traded. But total issuance of new SPACs was down sharply in the first half of 2022 from a year earlier, and that trend has likely continued through the rest of 2022. What about the performance of companies that went public via the SPAC route? Bloomberg reports that the median post-merger SPAC company that debuted this year is down a stunning 70%. And we can’t leave out cryptocurrencies. Stalwarts like bitcoin and ethereum are down more than 60% in 2022, while smaller “altcoins” have fared even worse. Meanwhile, some stablecoins—tokens thought to be pegged one-for-one to the dollar—left investors with big losses as some crypto lenders went bankrupt in recent months.…
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Reading the Signs

I MISS BASEBALL. I love the strategy and the moments of excitement that come in the later innings. I also like to attend games, watching the interaction among the players and coaches. The third base coach plays a big role, relaying signals from the manager to the baserunners and the batter. If you’re a player, and you miss a signal, it can ruin the next play. While the stock market has signals, they aren’t as black and white as those in baseball. But they’re still important. While I'm mostly a buy-and-hold investor, I follow the markets closely, keeping an eye on trends and market signals. I truly have a passion for both fundamental and technical analysis, and I believe both have value. Indeed, providing insights to traders and investors is a key part of my day job. I even teach this stuff to college finance students, and I have nothing against those who actively manage their portfolio and pick stocks. In fact, we all make active investment decisions, even if we aren’t choosing individual stocks and bonds. Should we overweight small caps? U.S. shares? Value stocks? Those are active decisions. Even index-fund investors make active decisions left and right. Indeed, it’s hard to be a truly passive investor. I don’t claim to be. While I mainly stick to index funds in tax-advantaged accounts, there are indicators I monitor to get a handle on the market. What do I look at? Here are the five financial indicators I find especially useful: 1. The dollar. What happens in the currency markets affects everything. I keep tabs on the U.S. dollar index, which compares the value of the greenback to a basket of other currencies—mainly the euro, yen and pound. If the U.S. dollar is trending up, it usually means commodities and energy…
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