This audio summarizes our October 21 note, Demonetization.

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our August 28 note, Productivity & Policy: Jackson Hole Review

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our August 19 note, Tightening Financial Conditions

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

A Real Bear Steepener

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our July 31 note, Housing is Not Yet in Balance

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our July 22 note, Unstable Equilibrium

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our July 15 note, The Path from 9 to 3, now what?

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our July 2 note, PTSD or Productivity Boom

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe

This audio summarizes our June 17 note, Shouldn't Call it a Skip

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

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This audio summarizes our May 20 note, Liquidity Climate Change

Barry C. Knapp

Managing Partner

Director of Research

Ironsides Macroeconomics LLC

908-821-7584

[email protected]

https://www.linkedin.com/in/barry-c-knapp/

@barryknapp

This institutional communication has been prepared by Ironsides Macroeconomics LLC (“Ironsides Macroeconomics”) for your informational purposes only. This material is for illustration and discussion purposes only and are not intended to be, nor should they be construed as financial, legal, tax or investment advice and do not constitute an opinion or recommendation by Ironsides Macroeconomics. You should consult appropriate advisors concerning such matters. This material presents information through the date indicated, is only a guide to the author’s current expectations and is subject to revision by the author, though the author is under no obligation to do so. This material may contain commentary on: broad-based indices; economic, political, or market conditions; particular types of securities; and/or technical analysis concerning the demand and supply for a sector, index or industry based on trading volume and price. The views expressed herein are solely those of the author. This material should not be construed as a recommendation, or advice or an offer or solicitation with respect to the purchase or sale of any investment. The information in this report is not intended to provide a basis on which you could make an investment decision on any particular security or its issuer. This material is for sophisticated investors only. This document is intended for the recipient only and is not for distribution to anyone else or to the general public.

Certain information has been provided by and/or is based on third party sources and, although such information is believed to be reliable, no representation is made is made with respect to the accuracy, completeness or timeliness of such information. This information may be subject to change without notice. Ironsides Macroeconomics undertakes no obligation to maintain or update this material based on subsequent information and events or to provide you with any additional or supplemental information or any update to or correction of the information contained herein. Ironsides Macroeconomics, its officers, employees, affiliates and partners shall not be liable to any person in any way whatsoever for any losses, costs, or claims for your reliance on this material. Nothing herein is, or shall be relied on as, a promise or representation as to future performance. PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS.

Opinions expressed in this material may differ or be contrary to opinions expressed, or actions taken, by Ironsides Macroeconomics or its affiliates, or their respective officers, directors, or employees. In addition, any opinions and assumptions expressed herein are made as of the date of this communication and are subject to change and/or withdrawal without notice. Ironsides Macroeconomics or its affiliates may have positions in financial instruments mentioned, may have acquired such positions at prices no longer available, and may have interests different from or adverse to your interests or inconsistent with the advice herein. Ironsides Macroeconomics or its affiliates may advise issuers of financial instruments mentioned. No liability is accepted by Ironsides Macroeconomics, its officers, employees, affiliates or partners for any losses that may arise from any use of the information contained herein.

Any financial instruments mentioned herein are speculative in nature and may involve risk to principal and interest. Any prices or levels shown are either historical or purely indicative. This material does not take into account the particular investment objectives or financial circumstances, objectives or needs of any specific investor, and are not intended as recommendations of particular securities, investment products, or other financial products or strategies to particular clients. Securities, investment products, other financial products or strategies discussed herein may not be suitable for all investors. The recipient of this report must make its own independent decisions regarding any securities, investment products or other financial products mentioned herein.

The material should not be provided to any person in a jurisdiction where its provision or use would be contrary to local laws, rules or regulations. This material is not to be reproduced or redistributed to any other person or published in whole or in part for any purpose absent the written consent of Ironsides Macroeconomics.

© 2023 Ironsides Macroeconomics LLC.

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit ironsidesmacro.substack.com/subscribe