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Beyond the Hype: How Long-Term Investors Are Thinking About AI

A practical perspective on separating durable value from short-term enthusiasm in the AI cycle.

By Chris NicolaChief Executive OfficerEugene WongAssociate Portfolio Manager, Public Assets
February 19, 2026|25 min listen
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InvestingFebruary 19, 2026


Episode Summary

Artificial intelligence sits at the center of today’s market narrative, surrounded by extraordinary investment, ambitious projections, and no shortage of bold claims. Yet as capital pours into infrastructure, chips, and data centers, investors are increasingly asking a more difficult question: what does realistic, long-term value creation from AI actually look like?

In this episode, host Chris Nicola, CEO of Nicola Wealth, sits down with Eugene Wong, Associate Portfolio Manager | Public Assets, to unpack what’s really happening inside the AI super cycle. Drawing on Eugene’s research paper “The AI Gold Rush” and his background in technology, the conversation explores the scale of AI infrastructure spending, the gap between investment and earnings, and why productivity gains have so far fallen short of the most optimistic forecasts.

For investors looking to move beyond headlines and understand how AI fits into a disciplined, long-term investment framework, this episode offers a thoughtful, grounded perspective on where we may be in the cycle, and how patience, selectivity, and realism matter most as the story continues to unfold.

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Disclaimer

This material contains the current opinions of the author, and such opinions are subject to change without notice. This material is distributed for informational purposes only and is not intended to provide legal, accounting, tax or specific investment advice. Forecasts, estimates, and certain information contained herein are based upon proprietary research and should not be considered as investment advice or a recommendation of any particular security, strategy, or investment product. Any mention of third-party products, services, or organizations on the podcast is for informational purposes only and does not constitute an endorsement or recommendation. At the time of February 19th 2026, the following securities are held by Nicola Wealth: Amazon, Microsoft, Google, Meta, TSMC, Samsung, & SK Hynix. Mention of these securities is not a recommendation to buy or sell. Nicola Wealth Management Ltd. (Nicola Wealth) is registered as a Portfolio Manager, Exempt Market Dealer and Investment Fund Manager with the required securities commissions. All investments contain risk and may gain or lose value. Please speak to your Nicola Wealth advisor for advice based on your unique circumstances.


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