199: Can A.I. Improve Investment Results? With Rob Arnott, Founder & Chair of Research Affiliates.

Money Maze Podcast38mApril 30, 2026

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AI-Generated Summary

In this episode of the Money Maze Podcast, host Alex Frangos welcomes Rob Arnott, Founder and Chair of Research Affiliates, to explore whether AI can truly improve investment outcomes. Arnott, a pioneer in systematic investing, shares his nuanced view: AI is a powerful tool but not a replacement for human judgment, especially in long-term investing. He emphasizes that while AI excels in data processing, coding, editing, and automation—dramatically boosting productivity—it lacks creativity and long-term foresight. Arnott recounts how his team uses AI for everything from drafting research summaries and generating graphics to writing VBA code, yet explicitly avoids using it for core investment strategy development. He warns against overreliance on AI due to hallucinations and data mining risks, stressing that common sense and scientific method remain essential. The conversation also touches on current market opportunities, with Arnott highlighting undervalued small-cap value stocks in the U.S., global value, and long-duration inflation-linked bonds. He argues that market inefficiencies driven by indexation and emotional reactions to geopolitical shocks create fertile ground for disciplined investors. Finally, Arnott encourages professionals to embrace AI not out of fear, but as a lever for productivity and innovation, especially those with an adventurous, growth-oriented mindset. Key takeaways include: (1) AI is a productivity multiplier but not a substitute for human creativity in long-term investing; (2) Avoid using AI for core investment decisions due to hallucination and data mining risks; (3) Small-cap value and global value remain compelling opportunities due to structural market distortions; (4) Geopolitical shocks create temporary inefficiencies that disciplined investors can exploit; (5) The future belongs to those who can adapt, learn, and leverage tools like AI to work smarter, not harder. Arnott’s message is clear: AI is a tool, not a threat—when used wisely, it amplifies human potential.

Key Takeaways
1

AI is a powerful productivity tool but not a replacement for human creativity in long-term investing.

2

Avoid using AI for core investment strategy development due to hallucination and data mining risks.

3

Small-cap value and global value stocks are currently undervalued due to indexation-driven distortions.

4

Geopolitical shocks create temporary market inefficiencies that disciplined investors can exploit.

5

The future belongs to those who embrace change, learn continuously, and leverage AI to work smarter.

Chapters
0:00
10 min

AI as a Tool, Not a Replacement

AI is not new. It's been used in asset management for decades... But be that as it may, we have found that AI has made its way into programming, investment systems, IT. It is massively helpful in editing our papers and finding relevant citations...

Highlight
10:00
10 min

The Limits of AI in Long-Term Investing

The longer term, it's not that good, and it's not that creative. It's great at reading reams of information and regurgitating what's already been published. But boy, is it powerful.

Highlight
20:00
10 min

AI in Practice: Real-World Applications at Research Affiliates

He came back to me in an hour. I said, this was all in an hour? He said, well, actually, it was about 20 minutes. Time for coffee as well.

Highlight
30:00
10 min

Market Opportunities: Small Cap, Value, and Inflation-Linked Bonds

I view small cap value in the U.S. as an extraordinary bargain. I view value outside the U.S. as an extraordinary bargain. Index-linked bonds at the long end of the spectrum... have a yield higher than 2.5%. Well, that's crazy.

Highlight
40:00
22 min

The Human Edge: Common Sense, Creativity, and Adaptability

The episode concludes with a reflection on human strengths in investing—common sense, creativity, and adaptability. Arnott stresses that emotional discipline and a growth mindset are key to thriving in an AI-driven world.

High-Impact Quotes
Trouble is opportunity.
John Templeton (via plaque on Rob Arnott's desk)32:37
Viral: 95.0
I view small cap value in the U.S. as an extraordinary bargain. I view value outside the U.S. as an extraordinary bargain. Index-linked bonds at the long end of the spectrum... have a yield higher than 2.5%. Well, that's crazy.
Rob Arnott48:46
Viral: 90.0
The longer term, it's not that good, and it's not that creative. It's great at reading reams of information and regurgitating what's already been published. But boy, is it powerful.
Rob Arnott5:49
Viral: 88.0
Speakers

Host

Alex Frangos

Guest

Rob Arnott
Topics Discussed
AI in Investment Management95%Long-Term Investing and Human Judgment90%Small-Cap and Value Investing88%Productivity and Automation with AI85%Market Inefficiencies and Geopolitical Shocks80%Data Mining and Backtesting Risks75%Indexation and Market Distortions70%Future of Work and Adaptability65%
People & Brands

Rob Arnott

person

45xPositive

AI

other

32xMixed

Research Affiliates

organization

28xPositive

RAFI

other

4xPositive

ChatGPT

other

4xPositive

VBA

other

4xPositive

Claude Opus

other

3xPositive

Cam Harvey

person

3xPositive

John Templeton

person

2xPositive

Dolly

other

2xPositive

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