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Last updated: February 2026

Independent Publication

This paper is an independently authored and self-published work by Anthony Scaffeo, published by Digital Vibes Inc. It has not been submitted to, peer-reviewed by, accepted by, or published in any academic journal, including Nature Machine Intelligence or any other Nature Research publication.

This work is not affiliated with, endorsed by, or sponsored by Nature Research, Springer Nature, or any of their affiliated journals, editors, or reviewers. Any references to academic formatting conventions are purely descriptive of the writing style adopted by the author.

Not Professional Advice

The content of this paper is intended for informational and educational purposes only. The analysis, frameworks, indices, projections, and commentary presented represent the author's independent research and opinions. Nothing in this paper should be construed as:

  • Investment or financial advice
  • Business strategy recommendations
  • Legal advice
  • Guaranteed predictions of future market conditions, company performance, or industry trends

Forward-Looking Statements

This paper contains forward-looking projections and estimates, including the Horizontal Gravity Index (HGI) scores and cross-industry comparison data extending to 2030. These projections are based on the author's analysis of current trends and available data as of February 2026. Actual results may differ materially from these projections. Past trends do not guarantee future outcomes.

Data and Sources

While the author has made reasonable efforts to ensure the accuracy of data cited in this paper, including publicly available financial reports, market data, and academic sources, Digital Vibes Inc. makes no warranty regarding the completeness or accuracy of third-party data referenced herein.

Company References

References to specific companies, products, or services in this paper are made for analytical purposes and do not imply any endorsement by or affiliation with those entities. All trademarks and trade names referenced are the property of their respective owners.

Author Credentials

Anthony Scaffeo holds the CPA (CA) designation from the Chartered Professional Accountants of Ontario and Chartered Professional Accountants of Canada. The views expressed in this paper are the author's own and do not represent the positions of any professional body or institution.

Limitation of Liability

To the fullest extent permitted by applicable law, Digital Vibes Inc. and the author disclaim all liability for any loss, damage, or expense arising from or in connection with the use of or reliance upon the information contained in this paper.

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