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Asset managers are debuting more of their mutual fund strategies as exchange-traded funds, a move that seeks to capitalize on ETF popularity in recent years and also benefits many retail investors, according to market experts.

Money managers have taken a few approaches.

Many have converted specific mutual funds to ETFs. Fifty-six mutual funds were converted to ETFs in 2024, a number that has increased steadily from 15 in 2021, according to Morningstar data. Another 40 have done so this year.

Others have opened an ETF “clone” of a specific mutual fund, which allows investors to choose from the mutual fund or ETF version of an investment strategy.

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Here’s a look at other stories offering insight on ETFs for investors.

Additionally, more than 80 asset managers have sought permission from the Securities and Exchange Commission to launch an ETF share class of their existing mutual fund portfolios, said Bryan Armour, director of ETF and passive strategies research for North America at Morningstar.

This is a slightly different strategy from the others. Mutual funds are generally available in a variety of share classes; in this case, the ETF would be another share class and share the same portfolio as mutual fund investors.

“This is one of the biggest trends in the fund market right now,” Armour said. “Over the next two years, we’d expect a large number of ETF share classes to be used heavily.”

The SEC green-lit the first application, for Dimensional Fund Advisors, on Sept. 29.

“We’re sort of waiting for the next shoe to drop, and my guess is it would have happened were it not for the government shutdown,” Armour said, in reference to the SEC approving more applications.

ETF popularity

ETFs and mutual funds are broadly similar: They are relatively liquid baskets of stocks, bonds and other assets overseen by professional money managers, and can help investors diversify their portfolios.

Investors have shown a strong preference for ETFs in recent years.

Investors poured about $1.1 trillion into U.S. ETFs in 2024, a record high, according to Morningstar. Meanwhile, investors withdrew $388 billion from U.S. mutual funds.

ETF assets still account for just one-third or so of the total U.S. fund market, but are gaining ground: They had a 14% market share relative to mutual funds at the end of 2014 and a 5% share in 2004, for example, according to Morningstar.

That popularity is mainly due to key differences that many financial advisors say make ETFs a generally better financial choice for retail investors.

Exchange-traded funds are generally more tax-efficient, thereby saving investors from surprise annual tax bills on capital gains distributions, and tend to have lower annual fees than mutual funds, according to certified financial planner Blake Pinyan, a senior financial planner and tax manager at Anchor Bay Capital in Carlsbad, California.

ETF holdings are also more transparent for investors, Armour said. Asset managers must disclose their ETF holdings every day, while mutual funds typically do so on a monthly or quarterly basis.

“ETFs have become so much more prominent in the market,” Armour said. “At a high level, asset managers are trying to capitalize on demand,” he added.

How to decide: ETF or mutual fund?

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Investors who have taxable brokerage accounts should generally aim to hold ETFs in such accounts, due to their tax efficiency, Pinyan said.

“Avoid mutual funds in taxable accounts,” said Pinyan, who is a member of CNBC’s Financial Advisor Council. “Having a mutual fund in a taxable brokerage account could result in the investor paying a lot more in tax liability. They’re very tax-inefficient.”

Exchange-traded funds aren’t necessarily better in all circumstances, though, experts said.

For example, an ETF’s tax benefits are moot in tax-preferred accounts like IRAs and in 401(k) plans, experts said.

This is one of the biggest trends in the fund market right now.

Bryan Armour

director of ETF and passive strategies research for North America at Morningstar

Additionally, investors should pay attention to whether an ETF “clone” of an actively managed mutual-fund strategy is an “identical twin” or a “cousin,” wrote Gregg Wolper, a senior manager research analyst of equity strategies for Morningstar Research Services.

In other words, an ETF portfolio that’s a “cousin” may be similar but not identical to the same manager’s mutual fund, he wrote, and therefore may not be well-suited to all investors depending on preferences.

If the SEC approves more applications for asset managers to launch their mutual funds in an ETF share, it could come with a potential drawback for some ETF investors: shared tax exposure with mutual-fund shareholders, according to a Morningstar analysis published in October.

That could dilute some of the relative tax benefits for ETF investors, though such an occurrence would likely be rare, it said.

“Certain situations, often prompted by the actions of investors in the mutual fund, can leave investors in the ETF share class on the hook for capital gains distributions,” it said.

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Personal Finance

Maximizing Returns in High Rate Climate and market uncertainty

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Maximizing Returns in High-Rate Climate

In the macroeconomic environment of late July 2026, personal cash management requires an active, structured approach to wealth preservation. With central bank benchmark rates remaining elevated to ensure long-term disinflation, conservative yield-bearing vehicles—such as short-term U.S. Treasury bills, money market funds, and high-yield savings accounts (HYSAs)—continue to offer reliable nominal returns between 4% and 5%. For individual investors, maximizing net returns requires moving beyond passive checking accounts and executing a disciplined cash laddering strategy.

Leaving substantial liquid capital in traditional bank deposits creates an invisible drag on personal net worth due to ongoing inflation. By implementing a tiered liquidity framework, individuals can split emergency cash reserves and short-term capital allocations across rolling maturities. Allocating cash into 4-week, 8-week, and 13-week Treasury bills creates a continuous cycle of maturing liquidity, allowing investors to continuously reinvest capital at prevailing market yields while maintaining immediate access to emergency funds.

Tax efficiency represents a critical dimension of high-yield cash optimization. For high-earning individuals residing in states with substantial local income taxes, direct holdings in short-term U.S. Treasury instruments often deliver superior net post-tax yields compared to standard commercial bank HYSAs. Because interest earned on federal Treasury bills is strictly exempt from state and local taxation, investors can retain a larger portion of their compounding interest gains without taking on additional credit or market risk.

Ultimately, personal wealth accumulation in mid-2026 relies on intentional capital deployment. Cash should be managed as a productive asset class that generates consistent, risk-free returns. Regularly auditing account yield terms, automating recurring transfers, and leveraging tax-advantaged fixed-income instruments ensures that personal liquidity remains fully optimized against macroeconomic fluctuations.

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Personal Finance

Algorithmic Wealth Management: Balancing Automated Financial Planning with Human Oversight

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Balancing Automated Financial Planning with Human Oversight

The personal finance industry in July 2026 is experiencing a technological evolution, driven by the wide deployment of next-generation algorithmic wealth management tools. Modern digital financial platforms have expanded far beyond basic automated index investing; today’s robo-advisors utilize real-time tax-loss harvesting, dynamic portfolio rebalancing, and hyper-personalized spending analysis to optimize retail investor outcomes. However, as these digital solutions become ubiquitous, investors face the crucial challenge of balancing automated execution with human strategic judgment.

The core advantage of automated financial planning platforms lies in their ability to remove emotional bias from investment execution. During periods of market volatility or localized sector realignments, automated algorithms systematically rebalance portfolios back to target asset allocations without falling victim to panic selling or speculative enthusiasm. Furthermore, integrated cash-flow monitoring algorithms analyze individual spending patterns in real time, automatically sweeping surplus income into designated retirement or debt-liquidation accounts to accelerate net worth accumulation.

Despite these operational advantages, algorithmic tools have inherent structural limitations when addressing complex, highly personalized financial life events. Decisions involving multi-generational estate planning, highly complex tax strategies, small business exits, or nuanced real estate transactions require contextual human judgment that software models cannot replicate. Relying solely on automated models without periodic human professional review can result in misaligned risk profiles or overlooked tax liabilities during major life transitions.

The optimal approach for personal financial planning in late 2026 is a hybrid advisory model. Individuals should utilize automated platforms for routine asset allocation, continuous tax optimization, and low-cost passive index tracking, while engaging qualified human financial advisors for periodic strategic planning, estate structuring, and qualitative risk evaluations. This dual approach ensures maximum cost efficiency and disciplined execution while retaining essential strategic guidance.

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Personal Finance

High-Yield Optimization: Structuring Personal Cash Reserves in a Sustained Rate Environment

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Structuring Personal Cash Reserves in a Sustained Rate Environment

In the financial environment of mid-2026, personal cash management has re-emerged as a vital component of holistic wealth building. With central bank policy rates holding firm to maintain long-term price stability, yield-bearing instruments such as money market funds, high-yield savings accounts (HYSAs), and short-term Treasury bills continue to offer compounding returns around 4% to 5%. For individual investors, effectively structuring cash reserves requires shifting away from passive bank deposits toward active yield optimization.

A frequent pitfall in personal asset management is leaving substantial liquid capital in traditional checking or low-yield savings accounts, where real returns are continuously eroded by baseline inflation. By implementing a disciplined ‘cash ladder’ strategy—allocating liquid funds across tiered maturities using ultra-short Treasury instruments and FDIC-insured high-yield accounts—individuals can secure maximal yields while retaining immediate liquidity for emergency expenses or tactical investment opportunities.

Simultaneously, investors must evaluate the tax efficiency of their cash holdings based on their tax bracket and geographic location. For high earners situated in states with high local income taxes, direct holdings in short-term U.S. Treasury bills often yield a higher net post-tax return than standard high-yield savings accounts, as Treasury interest is strictly exempt from state and local taxation. Understanding these nuanced tax distinctions allows individuals to capture significant incremental gains without taking on additional market risk.

Ultimately, personal financial health in late 2026 hinges on intentional liquidity management. Cash reserves should not be viewed merely as static emergency funds, but as a dynamic asset class that contributes positively to net worth growth. Regularly auditing yield terms, automating cash transfers, and optimizing for post-tax efficiency ensures that personal capital remains fully productive across all economic conditions.

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