Excess Returns

The Widest Valuation Gap in History | Rob Arnott on What Investors Are Missing About AI

14 snips
Mar 5, 2026
Rob Arnott, founder of Research Affiliates and pioneer of fundamental indexing, returns to discuss market extremes. He examines the huge U.S. vs global valuation gap. He warns many AI stocks price implausible growth while AI itself is real. He highlights why small caps and value look compelling and why broad international diversification matters.
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INSIGHT

AI Versus AI Stocks

  • Rob Arnott distinguishes AI itself from AI stocks, arguing AI is real but many AI stocks are priced for implausible growth.
  • He notes heavy CapEx and difficulty turning AI adoption into profits, citing ~$600 billion estimated AI CapEx next year as a challenge.
ADVICE

Add A Toehold In Small Caps

  • Buy into small cap exposure because non-indexed companies grew ~2% faster per year for 30 years yet trade ~50% cheaper today.
  • Rob recommends establishing a toehold in small caps and making it a decent slug of your portfolio.
ADVICE

Use AI To Multiply Productivity

  • Learn and use AI tools to augment work because those who adopt them will own the future.
  • Arnott gives an example where a programmer used ChatGPT to write an Excel macro in under an hour, saving days of work.
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