EPISODE · Aug 3, 2026 · 35 MIN
How Funds Use AI to Beat Rivals
from Making Billions: The Private Equity Podcast for Fund Managers, Alternative Asset Managers, and Venture Capital Investors · host Ryan Miller
Send us Fan MailLEARN THE CAPITAL RAISING STRATEGIES AND FRAMEWORKS used by alternative asset professionals: https://go.fundraisecapital.co/applyCan AI actually find hedge fund trades a human would miss? In this episode of Making Billions, Ryan Miller sits down with Jan Szilagyi, CEO and co-founder of Reflexivity, the AI investment analysis platform used by firms including Soros Fund Management and MUFG. How do hedge funds use AI to find trade ideas? What is a knowledge graph in finance? How do you stop AI from hallucinating numbers when real capital is on the line? Can a small fund use AI to compete with a multi-manager giant?Jan answers all of it from a two-decade macro career that included trading alongside Stan Druckenmiller at Duquesne and running a 15 billion dollar book.Together, we discuss why the expression of a trade idea matters more than the idea itself and how a knowledge graph maps market ripple effects a spreadsheet cannot show. Learn why AI is a leveler for fund managers and how to run scenario analysis before risking capital. [THE HOST]: Ryan Miller is a fund manager, capital strategist, and former CFO turned angel investor in technology and energy. He is the founder of Fund Raise Capital and Aequor Capital Partners, and has mentored over 1,000 fund managers across private equity, private credit, venture capital, real estate, and alternative assets globally.[THE GUEST]: Jan Szilagyi is CEO and co-founder of Reflexivity, the AI investment platform used by Soros Fund Management and MUFG. At Reflexivity, he pairs large language models with a proprietary knowledge graph to surface trades and map risk in a zero-hallucination environment. Holds the world record for the fastest Harvard Economics PhD. Subscribe on YouTube:https://www.youtube.com/channel/UCTOe79EXLDsROQ0z3YLnu1QQConnect with Ryan Miller:Linkedin: https://www.linkedin.com/in/rcmiller1/Instagram: https://www.instagram.com/ryanmilleroffical/X: https://x.com/_MakingBillionsWebsite: https://making-billions.com/Support the showDISCLAIMER: This podcast is for entertainment and general informational purposes only — not legal, financial, tax, or investment advice. Nothing herein constitutes a solicitation or offer to buy or sell any security or investment product. Past performance does not indicate future results. Always consult qualified legal, financial, and tax professionals before making any investment decision. NAME NOTICE: "Making Billions with Ryan Miller" reflects the profile and aspirations of guests featured — it is not a promise, projection, guarantee, or representation of any financial result, income, or outcome for any listener, viewer, or reader. Most individuals who consume this content do not raise any particular amount of capital, and many achieve no financial result whatsoever. "Fund Raise Capital" is a brand identifier only — it is not a promise, guarantee, or representation that any member, subscriber, or listener will raise capital, attract investors, or achieve any financial or professional outcome. This show does not constitute a business opportunity, franchise, investment program, or offer of any product or service of any kind. No part of this show should be construed as a solicitation for investment in any way. Guest views are their own and do not necessarily reflect those of the show or host. Host and/or guests may hold positions in assets discussed. This episode may contain paid sponsorships, advertisements, or endorsements. Sponsored content is identified where...
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Send us Fan Mail LEARN THE CAPITAL RAISING STRATEGIES AND FRAMEWORKS used by alternative asset professionals: https://go.fundraisecapital.co/apply Can AI actually find hedge fund trades a human would miss? In this episode of Making Billions, Ryan Miller sits down with Jan Szilagyi, CEO and co-founder of Reflexivity, the AI investment analysis platform used by firms including Soros Fund Management and MUFG. How do hedge funds use AI to find trade ideas? What is a knowledge graph in finance...
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How Funds Use AI to Beat Rivals
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