E427: AQR's Peter Hecht on AI, Market Bubbles & How the Best Investors Build Portfolios
How I Invest with David Weisburd
How I Invest with David Weisburd is a podcast that interviews the world's leading institutional investors. Previous guests include The Ford Foundation, Northwestern University Endowment, CalPERS, Stepstone, and other top limited partners.
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E427: AQR's Peter Hecht on AI, Market Bubbles & How the Best Investors Build Portfolios

E427 • Sep 9, 2026 • 65 mins

Peter Hecht, Managing Director at AQR Capital Management, explains why diversification has to be measured by underlying risk rather than the number of investments you own. At AQR, diversification is a core principle: thousands of relatively small, uncorrelated investment decisions can collectively create an attractive return for a given level of risk.

Highlights:

  • Why tracking error is necessary if you actually want to beat a benchmark.
  • How AQR thinks about diversification like a casino playing thousands of independent hands.
  • Why “alpha” has no single universal definition.
  • What Eugene Fama taught Pete about separating alpha from compensated risk.
  • Why AQR uses AI differently from simply asking ChatGPT or Claude which stocks to buy.
  • How a systematic investor can succeed while being wrong roughly 45% of the time.
  • Why 90% of a seemingly diversified portfolio’s risk can still come from equities.
  • What 2022 revealed about the hidden weakness of the traditional 60/40 portfolio.
  • Why trend following can provide protection without requiring a permanently negative correlation to stocks.
  • How portable alpha separates where investors get their market exposure from where they seek alpha.

Guest Bio:

Peter Hecht is a Managing Director at AQR Capital Management, where he advises institutional and other sophisticated investors on portfolio construction, investment strategies, and some of the most challenging questions in asset allocation.

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We’d like to thank AlphaSense for sponsoring this episode!

Sponsor:

AlphaSense is the AI-powered market intelligence platform trusted by 85% of the S&P 100, helping investment professionals make faster, more confident, data-driven decisions. Built for hedge funds, asset allocators, private venture capital firms, and investment bankers, AlphaSense uses advanced AI and powerful search across premium proprietary content to surface the insights that matter most—before the market moves. Elevate your research and stay ahead of the competition. Visit https://www.alpha-sense.com/howiinvest/ to learn more.

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Stay Connected with Peter Hecht:

LinkedIn: https://www.linkedin.com/in/peter-hecht-ba850215/

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Disclaimer:

This podcast is for informational purposes only and does not constitute investment, financial, legal, or tax advice. Nothing in this episode should be interpreted as an offer to buy or sell any securities or to participate in any investment strategy. All opinions expressed by the host and guests are their own and do not represent the views of Weisburd Pierce. Participants may hold positions or have financial interests in the companies, funds, or investments discussed. Any references to specific investments are for illustrative purposes only. Investing involves risk, including the potential loss of capital. Past performance is not indicative of future results, and any forward-looking statements are subject to risks and uncertainties. Any third-party data or opinions have not been independently verified. Listeners should conduct their own research and consult their own advisors before making any investment decisions.

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