All into Account

J.P. Morgan Global Research

Thought leaders from J.P. Morgan Global Research discuss cross asset investing and highlight key trends impacting financial markets.

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#210
Monday · 35 min
Shifting Market Structure Beneath the Calm - IMF’s Tobias Adrian on a Decade of Global Financial Stability
Tobias Adrian shares lessons learned from his tenure as Financial Counsellor and Director of the IMF’s Monetary and Capital Markets Department, a role he assumed from January 2017 to August 31, 2026. Tobias led the IMF’s work on capital markets, financial sector surveillance, monetary and macroprudential policies, digital money, financial regulation, and crisis management, highlighted in the IMF’s biannual Global Financial Stability Reports. He reflects on a period marked by the transition from “lower for longer” to “higher for longer” as the markets were hit by the pandemic, multiple wars, the return of inflation, rising tariffs and greater geoeconomic fragmentation. The increase in fiscal spending has made sovereign debt the headline risk, a shift from 2017, when corporate leverage was the headline. Speakers: Joyce Chang, Chair of Global Research Tobias Adrian, Advisor to Managing Director Kristalina Georgieva, International Monetary Fund, former Financial Counsellor and Director of the Monetary and Capital Markets Department This podcast was recorded on September 3, 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#209
July 22 · 41 min
All into Account: Strait Risk to Market Risk: V-Shaped Rebound, Narrow Runway
In this episode, Joyce Chang, Chair of Global Research, joins Petya Koeva Brooks (IMF) and Ayhan Kose (World Bank) to discuss their midyear outlooks that touch on competing forces—downside risks from energy security pressures, higher fiscal costs, and higher-for-longer rates vs. upside potential from AI capex investment and stronger positioning along the technology value chain. While the rebound from the Iran conflict is V-shaped and stronger than expected, confidence is increasingly reliant on market performance. Speakers: Joyce Chang, Chair of Global Research, J. P. Morgan Petya Koeva Brooks, Deputy Director, International Monetary Fund Ayhan Kose, Deputy Chief Economist of the World Bank Group and Director of the Prospects Group This podcast was recorded on 20 July 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party.
#208
July 8 · 19 min
AI in Asset Allocation
Speakers: Thomas Salopek Shizuka Suga This podcast was recorded on 8 July 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#207
June 15 · 18 min
All into Account: How to win a Trade War
In this episode, Joyce Chang, Chair of Global Research, is joined by Chad Bown of the Peterson Institute for International Economics to discuss his new book, How to Win a Trade War: An Optimistic Guide to an Anxious Global Economy, and what “winning” means in a world where trade wars are increasingly becoming the default setting. Speakers: Joyce Chang, Chair of Global Research, J.P. Morgan Chad Bown, Reginald Jones Senior Fellow, Peterson Institute for International Economics (PIIE) This podcast was recorded on June 9, 2026. This communication is provided for information purposes only. Please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party.
#206
June 12 · 26 min
From Barrels to Ballots: Middle East and Midterm Elections
In this episode we are pleased to feature two expert guest speakers: Mike Singh, who is Managing Director and a senior fellow at The Washington Institute and former senior director for Middle East Affairs at the National Security Council and Daniel Silverberg, who is a Partner at Capstone and brings deep experience at the intersection of national security and Washington policymaking from his time serving as National Security Advisor to House Majority Leader Steny Hoyer. Together, they dig into what the conflict means for regional stability and energy markets and examine how, if at all, the conflict could shape the political landscape as we head toward the US midterm elections. Speakers: Amy Ho, Strategic Research, JPMorgan Mike Singh, Managing Director, The Washington Institute Daniel Silverberg, Partner, Capstone This podcast was recorded on June 9, 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 J.P. Morgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party.
#205
May 12 · 33 min
All into Account: What to Watch for at the Trump-Xi Summit
In this episode, we take a closer look at what to watch for in the upcoming Trump-Xi summit, which will be the first U.S. presidential visit to Beijing in nearly nine years, including what realistic deliverables may look like. We are pleased to welcome two leading experts: Zongyuan Zoe Liu, Maurice R. Greenberg Senior Fellow for China Studies at the Council on Foreign Relations (CFR), and Navin Girishankar, President of the Economic Security & Technology Department at the Center for Strategic and International Studies (CSIS). The discussion will be moderated by J.P. Morgan’s Amy Ho, Strategic Research, and will begin with opening remarks from Joyce Chang, Chair of Global Research. Institutional clients of J.P. Morgan can view the related report at https://jpmorganmarkets.com/research/content/GPS-5298527-0. Speakers: Joyce Chang, Chair of Global Research Amy Ho, Strategic Research Navin Girishankar, President of the Economic Security & Technology Department at the Center for Strategic and International Studies (CSIS) Zongyuan Zoe Liu, Maurice R. Greenberg Senior Fellow for China Studies at the Council on Foreign Relations (CFR) This podcast was recorded on May 8, 2026. This communication is provided for information purposes only. Institutional clients can view the related report at https://jpmorganmarkets.com/research/content/GPS-5298527-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party.
#204
March 25 · 24 min
Where the gaps persist – The Five Ws of gender balance
In this podcast we discuss global gender parity trends in women’s workforce participation, pay, and wealth building, and assess emerging challenges from declining fertility and a shrinking working-age population alongside broader AI adoption where gender gaps remain pronounced. Guest Speakers: Tynnetta McIntosh, Global Head, Office of Women's Affairs George Eckerd, Research Director for Wealth and Markets, JPMorganChase Institute Joyce Chang, Chair of Global Research Amy Ho, Strategic Research Alexander Wise, Long-term Strategy Hannah Lee, Asia Pacific Sustainable Investing Equity Research This podcast was recorded on March 20, 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2026 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party.
#203
February 17 · 21 min
Lessons Learned from Eric Beinstein: A 40-Year Perspective on the Evolution of Credit Markets
In this All into Account podcast, we feature a final interview with Eric Beinstein, Head of US Credit Strategy, where he discusses the most significant transformations shaping the credit markets. He reflects on today’s record tight spreads, record levels of issuance, and the rapid growth of private credit, offering his insights on how these trends have transformed the market. After an impressive 40-year career as a leader in our Global Research department Eric is retiring. J.P. Morgan Speakers: Joyce Chang, Chair of Global Research Eric Beinstein, Head of US Credit Strategy This episode was recorded on February 11, 2026. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. Copyright 2026, J.P. Morgan Chase and Company. All rights reserved.
#202
Dec 29, 2025 · 17 min
Beyond the Surface: Commodity Crossroads - Unpacking the 2026 Outlook
Featured in this podcast is Natasha Kaneva. Join us as we explore the dynamic world of commodities with Natasha Kanvea, Head of Commodities Strategy at JPMorgan. In this episode of “Beyond the Surface” podcast series, Natasha shares her expert insights and outlook on gold, oil, metals, and agri commodities for 2026 and 2027. This podcast was recorded on Dec 17, 2025. This communication is provided for information purposes only. Institutional clients can view the related report at https://jpmorganmarkets.com/research/content/GPS-5143468-0, for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved.
#201
Dec 9, 2025 · 14 min
Beyond the Surface: Dollar Dilemmas and Global Shifts: The FX Forecast for 2026
Featured in this podcast is Meera Chandan. This podcast was recorded on Dec 7, 2025. This communication is provided for information purposes only. Institutional clients can view the related report at https://jpmorganmarkets.com/research/content/GPS-5133847-0, for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved.
#200
Dec 8, 2025 · 22 min
The Dark Side of Digital Progress
In this episode Joyce Chang, Chair of Global Research, is joined by Amy Ho, Strategic Research, Brian Essex, Security Software Equity Research, J.P. Morgan's Global Chief Information Security Officer Pat Opet, and JF Legault, Deputy CISO and Global Technology Chief Control Manager to discuss the rapidly evolving cybersecurity landscape. Cyber threats rank among the top five global risks, surpassing traditional economic concerns, yet preparedness remains low as cybercrime costs rise. This year’s survey highlights how advances in AI and hybrid networks are amplifying attack sophistication, while AI is also crucial for defense. Regulatory responses are fragmented, and quantum computing threatens to break current cryptographic standards by 2035. For more in-depth insights, please refer to our latest annual report J.P. Morgan Perspectives: Digital Future Under Threat: AI, Quantum and Geopolitical Cybersecurity Risks (https://www.jpmm.com/research/content/GPS-5136797-0). J.P. Morgan Speakers Joyce Chang, Chair of Global Research Amy Ho, Strategic Research Brian Essex, Security Software Equity Research Pat Opet, Global Chief Information Security Officer JF Legault, Deputy CISO & Global Technology Chief Control Manager This podcast was recorded on Friday, December 5, 2025 This communication is provided for information purposes only. Institutional clients can view the related report (https://www.jpmm.com/research/content/GPS-5136797-0) for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved.
#198
Oct 29, 2025 · 18 min
Cross-Asset Quant Topics: Trend following on Factors, Case for Comm QIS, Crowding Metrics
Tom Salopek & Dobromir Tzotchev discuss trend-following performance given an environment of policy uncertainty. We look to our earlier work of applying trend-following on Equity factors and our new piece where we apply this idea broadly. In an environment where reacceleration can turn inflationary, Commodity QIS should become more important and the momentum signals for Commodity QIS are turning more favorable. In addition, we discuss metrics for assessing Crowding, applicable to trend-following in particular, and also to risk premia and public markets. This podcast was recorded on 29 October 2025. This communication is provided for information purposes only. Institutional clients can view the related reports at https://www.jpmm.com/research/content/GPS-5111364-0 https://www.jpmm.com/research/content/GPS-5062689-0 https://www.jpmm.com/research/content/GPS-4435578-0 https://www.jpmm.com/research/content/GPS-4338222-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#197
Oct 16, 2025 · 25 min
Beyond the Surface: The US Shutdown – Economic and Market Perspective
This podcast was recorded on 13th Oct 2025. This communication is provided for information purposes only. Institutional clients can view the related report at https://www.jpmm.com/research/content/GPS-5094689-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#196
Sep 26, 2025 · 31 min
New York Climate Week Speaker Series: Europe’s Policy Transformation: Competitiveness, Climate, Sovereignty
In a dynamic panel discussion, JX & team explore how the EU’s latest regulatory momentum is driving competitiveness through bold simplification, reshaping the landscape for climate funding mechanisms, and fueling the rise of sovereignty as an investment theme and strategic priority that is transforming the region’s energy mix. Don’t miss this opportunity to gain fresh insights at the intersection of policy, finance, and climate action—where Europe’s future is being redefined. Speakers Jean-Xavier Hecker, Head of EMEA Sustainable Investing Equity Research Noemie de la Gorce,CFA, EMEA Sustainable Investing Equity Research, Senior Analyst Hugo Dubourg, EMEA Sustainable Investing Equity Research, Senior Analyst This podcast was recorded on 25 September 2025. This communication is provided for information purposes only. Institutional clients can view the related reports at https://www.jpmm.com/research/content/GPS-5056098-0 https://www.jpmm.com/research/content/GPS-5045226-0 https://www.jpmm.com/research/content/GPS-5035133-0 https://www.jpmm.com/research/content/GPS-4958565-0 https://www.jpmm.com/research/content/GPS-4929661-0 https://www.jpmm.com/research/content/GPS-4803842-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#195
Sep 26, 2025 · 27 min
New York Climate Week Speaker Series: The Challenges and Opportunities of Adapting to Climate Change
Last year was the hottest on record at about 1.55°C above pre-industrial levels, highlighting the urgency of not just mitigating GHG emissions but also the importance of learning to live on and adapt to a warmer planet. In a fireside chat, Virginia and Mark discuss all things adaptation: policies, COP 30, development finance, catastrophe bonds and, of course, investment strategies. Speakers Virginia Martin Heriz, Head of Multilateral Development Banks Research and Global Coordinator of Sustainable Investing Research Mark Streeter, CFA, Global Co-Head of Sustainable Investing Credit Integration; North America Corporate Credit - REITs, Transportation and Sustainable Investing This podcast was recorded on 24 September 2025. This communication is provided for information purposes only. Institutional clients can view the related reports at: https://www.jpmm.com/research/content/GPS-4906148-0 https://www.jpmm.com/research/content/GPS-5062540-0 https://www.jpmm.com/research/content/GPS-5030285-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#194
Sep 26, 2025 · 37 min
New York Climate Week Speaker Series: The Future of US Clean Energy
Mark Strouse discusses recent trends and his team’s outlook for the US renewable energy market. The space has been very dynamic with cross-currents spanning surging electricity demand, and impacts from the US One Big Beautiful Bill Act and a related safe harbor update. Speaker Mark Strouse, CFA, US Clean Energy / Sustainable Investing Senior Analyst This podcast was recorded on 23 September 2025. This communication is provided for information purposes only. Institutional clients can view the related reports at: https://www.jpmm.com/research/content/GPS-5022198-0 https://www.jpmm.com/research/content/GPS-5059659-0 https://www.jpmm.com/research/content/GPS-5076966-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#193
Jul 29, 2025 · 21 min
All into Account: Final Take with Chief Economist for China, Haibin Zhu: Revisiting Made in China 2025 – Lessons learned and what lies ahead
In this podcast, featuring a final interview with Chief China Economist Haibin Zhu, he shares invaluable lessons learned and offers insights into China’s outlook within the evolving global landscape. He notes the significant progress of the "Made in China 2025" initiative, which has propelled China from a follower to a leader across sectors. Haibin explores the strategic competition between the US and China and addresses China's economic growth trends, the housing market crackdown, and the three-arrow approach to economic challenges. Haibin also discusses the cautious approach to capital account liberalization amidst US-China strategic competition Speakers: Joyce Chang, Chair of Global Research Haibin Zhu, Chief China Economist and Head of Greater China Economic Research This episode was recorded on July 29, 2025 This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. Copyright 2025, J.P. Morgan Chase and Company. All rights reserved.
#192
Jul 24, 2025 · 30 min
Beyond the Surface: Navigating the Future - One Big Beautiful Bill Act
This podcast was recorded on Jul 22, 2025. This communication is provided for information purposes only. Institutional clients can view the related report at https://jpmorganmarkets.com/research/content/GPS-5027057-0 for more information; please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved.
#191
Jul 14, 2025 · 27 min
All Into Account: The State of US Housing: Market Dynamics and Policy Shifts
In this podcast, J.P. Morgan Research analysts examine the resiliency in US home prices, despite slower growth and higher rates, and the commercial real estate crisis. They provide insight into the drivers behind the frozen housing market, the challenges facing homebuilders, and the evolving role of Fannie Mae and Freddie Mac amidst discussions of GSE privatization. The discussion delves into the impact of tariff and immigration policies, particularly on the High Yield housing sector. Speakers: Joyce Chang, Chair of Global Research John Sim, Head of Securitized Products Research Michael Rehaut, Head of U.S. Homebuilding & Building Products Equity Research Anthony Paolone, Co-Head of REITs & Real Estate Services Equity Research Chong Sin, Securitized Products Research Nick Maciunas, Head of Agency MBS Research Arjun Chandar, North America Corporate Credit Research This podcast was recorded on July 3, 2025. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.
#190
Jul 14, 2025 · 9 min
All Into Account: Navigating Global Housing Challenges Beyond the US
In this podcast, J.P. Morgan Research analysts highlight emerging signs of relief in the housing affordability crisis across China, Japan, and the UK. The discussion focuses on whether we are approaching a bottom in China’s housing prices and additional policy support. There are concerns about leverage and the rise in property prices in Japan as the BOJ pursues policy normalization, while the UK housing market has seen an abundance of supply-side reforms from the Government to support homeownership. Speakers: Mohammed Hossain, Strategic Research Haibin Zhu, Chief China Economist Ayako Fujita, Chief Economist for Japan Zaim Beekawa, European Building & Construction and Infrastructure Equity Research This podcast was recorded on July 3, 2025. This communication is provided for information purposes only. Institutional clients please visit www.jpmm.com/research/disclosures for important disclosures. © 2025 JPMorgan Chase & Co. All rights reserved. This material or any portion hereof may not be reprinted, sold or redistributed without the written consent of J.P. Morgan. It is strictly prohibited to use or share without prior written consent from J.P. Morgan any research material received from J.P. Morgan or an authorized third-party (“J.P. Morgan Data”) in any third-party artificial intelligence (“AI”) systems or models when such J.P. Morgan Data is accessible by a third-party. It is permissible to use J.P. Morgan Data for internal business purposes only in an AI system or model that protects the confidentiality of J.P. Morgan Data so as to prevent any and all access to or use of such J.P. Morgan Data by any third-party.

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