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Disclaimer

Last updated: March 7, 2026

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The Black Swan Lab does not provide financial advice. All tools, analyses, scores, and content are for educational and informational purposes only.

No Financial Advice

The stress-test simulations, Antifragile Score, correlation analyses, scenario outputs, and any content published in the Sunday Deep Dive newsletter do not constitute financial advice, investment recommendations, or any form of regulated financial service.

The Black Swan Lab is an educational platform. Nothing you read, see, or calculate here should be interpreted as a directive to buy, sell, or hold any financial instrument.

Simulations Are Not Predictions

The historical scenarios used in our stress-test tool (2008 GFC, COVID 2020, Dot-com 2000, Rate Hike 2022) are based on historical market data. They are provided to help users understand how portfolios have behaved under past conditions — not to predict how they will behave in the future.

Market conditions change. Correlations between asset classes shift over time. A portfolio that performed well in past stress scenarios may not perform similarly in future events.

Accuracy of Data

While we make reasonable efforts to ensure the accuracy of scenario data and calculations, we make no warranties — express or implied — regarding the completeness, accuracy, or fitness for a particular purpose of any information on the Platform.

Scenario return figures are approximations based on publicly available historical data and may differ from actual index or fund returns during those periods.

No Liability for Investment Decisions

The Black Swan Lab, its operators, authors, and contributors are not responsible for any investment decisions made based on content from this Platform. All investment decisions carry risk. You may lose some or all of your invested capital.

Always consult with a qualified, regulated financial advisor before making investment decisions. Past performance is not indicative of future results.

The Antifragile Score

The Antifragile Score is a proprietary composite metric developed by The Black Swan Lab for educational purposes. It is not a standardized financial metric recognized by any regulatory body, exchange, or financial institution. It should not be used as the sole basis for any investment decision.

Sunday Deep Dive Newsletter

The Sunday Deep Dive is an opinion and analysis newsletter. Authors may hold positions in assets discussed. Nothing in the newsletter constitutes a solicitation to buy or sell securities. Subscriber results may vary. The newsletter is provided as part of the Architect subscription and is subject to change or discontinuation.

External Links

The Platform may contain links to third-party websites or services. We are not responsible for the content, privacy policies, or practices of any third-party sites.

Contact

For questions about this Disclaimer, contact us at hello@theblackswanlab.com.