Terms of Use

Last updated: October 7, 2026

1. Acceptance of terms

These Terms of Use ("Terms") govern your access to and use of the website and services at msforecast.com (the "Service"), operated by Michael Krowicki, a sole proprietorship doing business as Macroeconomic State Forecast ("MSF," "we," "us," or "our"). By accessing or using the Service in any manner, you agree to be bound by these Terms and by our Privacy Policy. If you do not agree, you must not use the Service. We may modify these Terms at any time. The date at the top of this page shows the latest revision, and for material changes we will tell you by email or in the Service. Your continued use of the Service after a change means you accept the updated Terms.

2. Description of the Service

MSF is a private, invite-only research and personal tracking platform. It currently includes:

  • Regime models that estimate which of four macroeconomic states the market is in, with history, signals and a strategy backtester.
  • Equity, ETF and stock research pages, a watchlist, and saved strategies.
  • A Macro Dashboard of economic data and a release schedule.
  • A Portfolio tile where you record your own account values to track net worth.
  • A Real Estate tile with deal and property calculators.
  • Email alerts and portfolio emails.
  • Ask MSF, an AI assistant that answers questions about the data on a page.

Features may be added, changed, limited or removed at any time, including features that are labeled as new or in testing. Access to the Service, and to any feature, is restricted and may be granted, limited or revoked at our sole discretion.

3. Not investment, tax, legal or real estate advice

All content, outputs, data, calculations, visualizations, alerts, emails and AI answers provided through the Service are for informational and educational purposes only. Nothing on the Service is investment, financial, trading, tax, accounting, legal or real estate advice, or a recommendation or solicitation to buy, sell or hold any security, asset, fund, property or financial instrument.

The analytical outputs are derived from statistical and quantitative methods applied to historical data. Historical patterns do not predict future results. Outputs may be incorrect, incomplete, delayed or unreliable, and the methods may not account for everything that affects markets or your situation.

Any decision you make based on the Service is made at your own risk and on your own judgment. Do your own research, and consult a qualified, licensed professional before making any investment, tax, real estate or financial decision.

MSF and its operators are not responsible for investment losses or other financial outcomes that result from your use of, or reliance on, anything provided through the Service.

4. Models, backtests and hypothetical results

  • Regime models, signals and probabilities are estimates. Models are versioned and change often. A change can alter current calls and recalculated history without notice, and past outputs may differ from what the Service shows today.
  • Backtests and strategy comparisons are hypothetical. They are calculated after the fact with the benefit of hindsight and the data available now. They do not include trading costs, taxes, slippage, fees or the effect of your own timing, and they do not represent results anyone actually achieved. Hypothetical results have inherent limitations, and actual results can be very different.
  • Data can contain gaps, revisions, errors or delays, and some series are revised after first release. Sample sizes for some regimes are small.
  • Leveraged, inverse and other complex products can lose value quickly. Showing one on the Service is not a recommendation.

5. Portfolio and Real Estate tools

  • The Portfolio tile shows only what you type in. We do not connect to your accounts, check your balances, or hold your money. You are responsible for the accuracy of what you enter.
  • Net worth figures, growth by regime, goal projections and allocation drift are simple calculations on your entries. They are not a statement of your financial position and are not suitable for tax, lending, legal or accounting use.
  • The Real Estate tile gives estimates from the assumptions you provide. Real deals involve taxes, vacancies, repairs, financing terms and market conditions that the tools cannot know. Check the numbers with qualified professionals before acting.
  • Keep your own copy of anything important. We try to protect your data, but we do not promise it will never be lost, and we are not liable for loss of data you store here.

6. Ask MSF (AI assistant)

  • Ask MSF uses an AI model provided by Anthropic. Answers are generated automatically from the data on the page and from general knowledge. They can be wrong, incomplete, out of date or misleading, and they can misread the data. Check anything that matters against the page and primary sources.
  • Ask MSF answers are not advice of any kind and are not a prediction. Do not rely on them to make investment, tax, legal or financial decisions.
  • Your question and a summary of the data on the page are sent to Anthropic to produce the answer, as described in the Privacy Policy. Portfolio questions require you to accept a notice first. Do not type sensitive personal information into the question box.
  • Ask MSF is limited. We may set or change daily question limits, budgets and access for any person or for everyone, and we may pause, change or remove it at any time without notice.
  • Do not try to get Ask MSF to ignore its instructions, to reveal them, to produce harmful or unlawful content, or to answer unrelated questions at scale. Do not use automated means to send it questions, and do not use its answers to build or train a competing product.

7. Eligibility, accounts and access

Access is by invitation only. You must be at least 18 years old. You sign in with your Google account, and you are responsible for that account's security and for all activity under your sign-in. Tell us right away at michael@msforecast.com if you suspect unauthorized use. We may add, limit, suspend or remove access at any time, for any reason, with or without notice. If your access is removed, we keep your saved data so access can be restored, unless you ask us to delete it.

8. Permitted use

Subject to these Terms, we grant you a limited, non-exclusive, non-transferable, revocable license to use the Service for your personal, non-commercial informational and research purposes.

You agree not to:

  • Share your sign-in or let anyone else use your account.
  • Reproduce, redistribute, sublicense, sell or commercially exploit content, data, signals or outputs from the Service without our written consent. This includes sharing screenshots, exports or AI answers publicly or with paying clients.
  • Use bots, scrapers, crawlers or other automated means to access or extract data from the Service.
  • Reverse engineer, decompile or try to derive the source code, methods or underlying logic of the Service.
  • Use the Service for any unlawful purpose or in violation of any law or regulation.
  • Interfere with or disrupt the Service or the servers and networks connected to it, including by exceeding or avoiding usage limits.
  • Try to access another person's data, or any part of the Service or its systems that you are not authorized to use.
  • Put unlawful, harmful or malicious content into any field of the Service.

9. Intellectual property

All content, design, data compilations, software, models, methods and other materials that make up the Service are the property of MSF or its licensors and are protected by intellectual property laws. You receive no ownership interest in any part of the Service. You may not copy, modify, distribute, transmit, display, publish or create derivative works from any part of it without our express written permission.

10. Your content and feedback

You keep ownership of the content you enter, such as portfolio values, real estate inputs, strategies and watchlists. You give us a limited license to store, process and display it only to run the Service for you, including sending the summaries described in the Privacy Policy to our service providers when you use a feature that needs them. If you send us ideas or feedback, we may use them without payment or obligation to you.

11. Email

Alerts and portfolio emails are optional and are never required to use the Service. You can turn them off on your Profile page. We may also send account emails, such as a welcome email when you are added and a test email when you request one. The owner may unsubscribe you from, or turn off, an email type for your account. We are not liable for emails that are late, filtered or not delivered for reasons outside our reasonable control, so do not rely on emails alone to make time-sensitive decisions.

12. Third-party data and services

The Service uses data from third parties, including the Federal Reserve Bank of St. Louis (FRED), the OECD, the Chicago Board Options Exchange and public market data sources, and depends on third-party providers for sign-in, hosting, databases, email and AI. This product uses the FRED API but is not endorsed or certified by the Federal Reserve Bank of St. Louis. Some data series are owned by other parties and are shown for personal research only. We do not control or guarantee the accuracy, completeness or timeliness of third-party data or services, and they may change or stop at any time. Third-party services are governed by their own terms and privacy policies. Mentioning a third party is not an endorsement.

13. Availability and changes

We do not promise that the Service, or any feature, will be available at any time or without interruption. We may change, suspend or discontinue any part of the Service, including scheduled data updates, models, alerts and AI features, at any time and for any reason.

14. Disclaimers

THE SERVICE IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED. TO THE FULLEST EXTENT PERMITTED BY LAW, MSF DISCLAIMS ALL WARRANTIES, INCLUDING IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, ACCURACY AND NON-INFRINGEMENT.

WE DO NOT WARRANT THAT THE SERVICE WILL BE UNINTERRUPTED, SECURE OR ERROR-FREE, THAT DATA WILL NOT BE LOST, OR THAT ANY MODEL, CALCULATION, ALERT, EMAIL OR AI ANSWER WILL BE ACCURATE, COMPLETE OR RELIABLE.

15. Limitation of liability

TO THE MAXIMUM EXTENT PERMITTED BY LAW, MSF AND ITS OPERATORS, OFFICERS, EMPLOYEES AND AGENTS ARE NOT LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, INCLUDING LOSS OF PROFITS, LOSS OF DATA, INVESTMENT LOSSES OR DECISIONS MADE ON AI ANSWERS, ARISING OUT OF OR RELATED TO YOUR USE OF OR INABILITY TO USE THE SERVICE, EVEN IF WE WERE ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. OUR TOTAL LIABILITY TO YOU WILL NOT EXCEED THE AMOUNT YOU PAID, IF ANY, TO ACCESS THE SERVICE IN THE TWELVE MONTHS BEFORE THE CLAIM.

16. Indemnification

You agree to indemnify, defend and hold harmless MSF and its operators, officers, employees and agents from claims, liabilities, damages, losses, costs and expenses, including reasonable legal fees, arising out of or connected with your use of the Service, your content, your violation of these Terms, or your violation of any right of another person.

17. Suspension and termination

We may suspend or end your access at any time. You may stop using the Service at any time and may ask us to delete your data as described in the Privacy Policy. Sections that by their nature should continue, including those on intellectual property, disclaimers, limits of liability, indemnification and governing law, continue after access ends.

18. Governing law and disputes

These Terms are governed by the laws of the State of California, without regard to its conflict of law rules. Before starting a formal claim, you agree to contact us at michael@msforecast.com and try to resolve the issue informally for 30 days. Any dispute that is not resolved will be subject to the exclusive jurisdiction of the courts located in Santa Clara County, California.

19. General

If any part of these Terms is found invalid or unenforceable, the rest stays in effect, and the invalid part will be modified as little as needed to make it enforceable. Our failure to enforce a provision is not a waiver of it. You may not transfer your rights under these Terms. We may transfer ours. These Terms and the Privacy Policy are the entire agreement between you and MSF about the Service and replace any earlier communications about it.

20. Contact

MSF is operated by Michael Krowicki, a sole proprietorship, based in San Jose, California. For questions about these Terms, email michael@msforecast.com.