Free Daily Podcast Summary
Disruptive Forces in Investing: Daily Summaries Delivered
by Neuberger
a podcast series featuring Neuberger Berman's seasoned investors who discuss trends that are transforming the investment industry and beyond.
Latest Episodes
The most recent episodes — sign up to get AI-powered summaries of each one.
- 1 weeks ago17 min
A Primer on Tax-Efficient Investing Strategies
Strong market returns can create a difficult trade-off: diversify concentrated holdings and trigger a tax bill, or retain unwanted risk. Tax-aware strategies may help, but saving taxes is not the same as building the right portfolio. On this episode of Disruptive Forces, host Anu Rajakumar speaks with Doug Kramer, Head of Institutional Equity and Multi-Asset at Neuberger, about how tax deferral can support compounding, the tools available to manage low-cost-basis stock, and why investors should start with their whole balance sheet—not a single strategy. They also discuss trade-offs and evolving regulatory scrutiny. On this episode: How tax drag can erode long-term compounding of gains Tax-loss harvesting, ETFs and other tax-aware tools Managing concentrated holdings while deferring taxes Regulatory scrutiny and bringing tax advisors in early Why investment objectives must come before tax savings This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-006618
- 3 weeks ago27 min
The AI Supercycle, Asia, and Why This Time is Different
The AI race is about more than who builds the best model. It is also about who supplies the infrastructure and turns new capabilities into commercial applications. On this episode of our podcast, host Anu Rajakumar joins YT Boon, Portfolio Manager and Head of Thematic for Asia at Neuberger, to explore: Why he believes supply bottlenecks and multi-year demand distinguish this cycle from past technology booms Where he sees opportunities in optical networking and cybersecurity How China's mass-market AI strategy differs from the US approach Why Taiwan, Japan and South Korea form Asia's "golden triangle" What comes next for agentic AI, smart glasses and robotics, and the risks of rapid adoption This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are registered service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-005941
- Oct 6, 202618 min
Options Investing for Income, Liquidity and Volatility
Markets have had plenty to absorb this year, yet volatility has stayed comparatively contained. On this episode of Disruptive Forces, host Anu Rajakumar sits down with Derek Devens, Senior Portfolio Manager in Neuberger's Options Group, who argues it now takes events with greater scale and duration to move the needle. Together they discuss what's setting today's volatility regime, how options can diversify portfolio cash flows, and why overlay and synthetic-borrowing techniques long reserved for institutions are now reaching a much broader set of investors. On this episode: How scale and duration can spook markets How inflation and real rates could keep volatility persistent Options as a third source of portfolio cash flow Capital-efficient overlays without reshuffling the portfolio Options strategies involve risk and complexity and are not appropriate for every investor. This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Derivatives may involve certain costs and risks such as liquidity, interest rate, market, credit, management and the risk that a position could not be closed when most advantageous. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgment decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-005623
- Sep 22, 202622 min
Real Rates, Repriced Credit and the Case for a Short Fed Cycle
The Fed has turned hawkish, and the market is now pricing several more hikes. Our fixed income team isn't convinced. Core U.S. inflation is still drifting lower, most of this year's yield move has come from real rates rather than inflation expectations, and the disinflation case remains intact — all of which argues for a shorter path than consensus expects. On this episode of Disruptive Forces, host Anu Rajakumar sits down with Ashok Bhatia, Neuberger's Chief Investment Officer and Global Head of Fixed Income, to unpack the latest on global monetary policy, and where value sits now across the bond market. Together, they discuss: Why the bond move has been about real yields, not inflation — and where the danger zone begins Why returns have held up better than the yield move suggests Why the team expects a shorter hiking cycle than the market is pricing Why global central banks have more in common than divergence Where the team is finding value: hyperscaler credit, BB high yield, floating rate, European financials, hard currency EM This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. [M-005406]
- Aug 18, 202620 min
A New Growth Plane for Japanese Equities
Japanese equities have undergone one of the most significant re-ratings in the developed world — but the story is evolving. The early phase was about leaner balance sheets and better capital management. Now, under Prime Minister Sanae Takaichi, the focus has shifted to earnings growth itself, and markets have responded in turn. Yet foreign inflows remain well below the Abenomics era peak, suggesting room to run. On this episode of Disruptive Forces, host Anu Rajakumar speaks with Kei Okamura, Portfolio Manager on Neuberger's Japan Equity team. Together, they discuss: Why Japan's reform story has moved from balance sheets to the numerator — earnings growth How Prime Minister Takaichi's 17 priority sub-sectors are reshaping the investment landscape Where AI shows up in Japan beyond the obvious chip names — from electrical construction to battery technology Why governance quality is increasingly separating winners from laggards What it will take for underweight US institutional investors to move off the sidelines This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-004634
- Jul 16, 202626 min
Mid-Year Scorecard: Assessing Our Solving For 2026 Calls
At the end of last year, Neuberger's investment leaders laid out five themes to guide investors through 2026. Since then, a regional war in the Middle East and a global oil shock have reshaped the macro landscape — testing some calls while reinforcing others. Policy divergence has exploded wider. The AI buildout has accelerated beyond expectations. And markets are navigating a frothier, more dispersed environment heading into the second half. On this episode of Disruptive Forces, host Anu Rajakumar is joined by Shannon Saccocia, Chief Investment Officer, Wealth, and Jeff Blazek, Co-Chief Investment Officer, Multi-Asset, for a candid mid-year assessment. Together, they discuss: Why the policy divergence call earned top marks, and how a new Fed chair complicates the outlook How AI spending surpassed even bullish expectations, with hyperscaler CapEx now exceeding $800 billion What went wrong with the long-rates thesis and why not all duration is created equal Where equity broadening is showing up (and where it isn't) Why being a liquidity provider in private markets continues to be rewarded How investors should think about dispersion, discipline, and positioning for the second half This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are registered service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-003555
- Jul 8, 202625 min
Know What You Own: Joe Amato on the AI Rally, Mega-Cap IPOs, and the Hidden Risk in Passive
US equities have proven remarkably resilient this year. Despite the Middle East conflict, energy price pressures, and an uneven global backdrop, the market has powered higher on AI enthusiasm and broad-based earnings growth. But beneath the headline numbers, the questions that matter most are about durability, valuations, and what investors actually own. On this episode of Disruptive Forces, host Anu Rajakumar sits down with Joe Amato, President and Chief Investment Officer for Equities at Neuberger, who brings decades of experience navigating market cycles. Drawing on his firm-wide vantage point, Joe shares how he's thinking about the state of the market and where the real opportunities and risks lie. Together, they discuss: Why this earnings-driven bull market is finally broadening beyond technology, and how a less energy-intensive economy has blunted oil shocks Where the market may be ahead of itself on AI, and why the opportunity is shifting from the enablers to the adopters A grounded, optimistic take on AI and the labor market — and the jobs we can't yet imagine Why a coming wave of mega-cap IPOs could push technology past 50% of the S&P 500, and what that means for passive investors Where Joe sees opportunity and caution in the second half of 2026, including his conviction on US and Japanese equities This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providingthis material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements."Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are registered service marks of Neuberge
- Jun 24, 202619 min
How Asset-Based Finance Is Powering the AI Infrastructure Boom
Hyperscalers are spending more than $750 billion a year on AI infrastructure, and much of it is for physical hardware that needs financing. That's creating a compelling opportunity for asset-based lenders who can underwrite real collateral and contracts rather than picking technology winners. On this episode of Disruptive Forces, host Anu Rajakumar speaks with Sean Hinze of Neuberger's Specialty Finance team. Together, they discuss: Why hyperscalers prefer off-balance-sheet financing and what that means for private credit How to underwrite GPU deals when chip technology evolves every two years Why power is the new bottleneck — and what a 68-gigawatt US shortfall means for lenders Where the strongest relative value sits today across chips, power equipment, and fiber How to separate hype from opportunity in a crowded space This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger" name and logo are service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. M-003297
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