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Bill Mann
Former Two Sigma fundamental researcher and founder of Harmonic Insights. Host of the New Barbarians podcast about crypto, AI, and the economy.
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Aug 19, 2025
• 39min
Former AQR and Two Sigma VP: How Quant Funds Will Use GenAI to Find Edge
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Bill Mann, a former fundamental researcher at Two Sigma and founder of Harmonic Insights, shares his insights into the world of quantitative trading. He discusses the transformative influence of AI, LLMs, and automation on research and trading workflows. Mann explains how hedge funds can leverage proprietary data pipelines for alpha generation while avoiding crowding in popular factors. He emphasizes the importance of hacker creativity in systematic investing and outlines the skills junior quants need to thrive in an AI-driven landscape.
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