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How I Invest with David Weisburd
How I Invest with David Weisburd•December 17, 2025

E264: The Asymmetric Edge: Generating Alpha in Venture

Jamie Lee from Tamarack Global shares insights on generating venture capital alpha through founder referrals, asymmetric information, and deep diligence, while exploring emerging technologies like humanoid robotics and the future of labor automation.
Angel Investing
Startup Founders
Venture Capital
Elon Musk
Philippe Laffont
Jamie Lee
Tom Mueller
Brett Adcock

Summary Sections

  • Podcast Summary
  • Speakers
  • Key Takeaways
  • Statistics & Facts
  • Compelling StoriesPremium
  • Thought-Provoking QuotesPremium
  • Strategies & FrameworksPremium
  • Similar StrategiesPlus
  • Additional ContextPremium
  • Key Takeaways TablePlus
  • Critical AnalysisPlus
  • Books & Articles MentionedPlus
  • Products, Tools & Software MentionedPlus
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Podcast Summary

In this episode, Jamie Lee, Co-Founder and Managing Partner of Tamarack Global, reveals how his fund achieved an exceptional 19.2% unicorn hit rate - the highest of any seed-stage fund. (00:37) Jamie discusses how founder referrals, particularly from unicorn founders, serve as the strongest signal for identifying breakout companies. He explains Tamarack's hedge-fund-level diligence approach applied to seed-stage investments, the importance of intuition in venture investing, and his bullish outlook on the $42 trillion global labor market opportunity in humanoid robotics.

  • Core themes include asymmetric information advantages, the power of founder networks, applying institutional-grade research to early-stage investing, and the massive automation opportunity in physical labor markets

Speakers

Jamie Lee

Co-Founder and Managing Partner of Tamarack Global, Jamie Lee has built one of the most successful track records in seed-stage venture capital with a 19.2% unicorn hit rate. He previously spent eight years at Goldman Sachs followed by a role at Coatue Management under Philippe Laffont, where he learned to apply hedge fund-level diligence to venture investing. At Tamarack, he has deployed $100 million across two funds with total co-investment reaching $300 million, focusing primarily on deep tech and industrial automation opportunities.

David Weisburd

Host of How I Invest podcast, David Weisburd conducts in-depth interviews with leading venture capitalists and investors about their strategies and insights. He brings extensive experience analyzing investment approaches and has built a platform for sharing actionable investing wisdom from top performers in the industry.

Key Takeaways

Founder Referrals Are the Ultimate Deal Flow Source

The most powerful signal for identifying unicorn companies comes from referrals by proven unicorn founders. (00:37) Jamie explains that when a "five out of five founder" calls with a recommendation, he meets that person within 24 hours. These founders often have commercial relationships with or have employed the people they're recommending, giving them asymmetric information about talent quality. For example, Tom Mueller from SpaceX knows every defense and aerospace entrepreneur because they've worked for him, making his referrals incredibly valuable for identifying the next generation of breakout companies.

Apply Hedge Fund Diligence to Early-Stage Investing

Most seed-stage investors use the "unknowable" nature of early markets as an excuse for shallow diligence. (05:05) Jamie brings hedge fund-level research intensity to seed investments, creating 50-page memos on companies and sharing detailed analysis with growth investors for subsequent rounds. This approach helps win competitive deals because founders recognize the value of having an investor who deeply understands their business and can help with future fundraising. The key is becoming an "investigative journalist" who uncovers information asymmetries that others miss.

Concentrate Capital in Breakout Winners

Rather than waiting for scheduled fundraising rounds, Tamarack proactively identifies companies showing "escape velocity" and preempts their next funding round. (17:01) When portfolio companies are hitting major milestones or winning significant contracts, Jamie calls them immediately to offer additional capital before their planned Series A. This concentrated approach allows them to increase ownership in their best-performing companies at favorable valuations, rather than being diluted by waiting for competitive later rounds.

Trust Your Gut Score System

Philippe Laffont at Coatue taught Jamie to rank every investment opportunity from 1-5 based purely on gut instinct. (23:02) The correlation between gut scores and actual performance is "striking" - companies ranked as true 5s significantly outperform those where investors talked themselves into a 5 rating. (24:21) When you see a real 5, "you feel it at the deepest part of your gut and you just know it's a five." This intuitive scoring system helps identify conviction opportunities versus marginal bets.

Focus on the $42 Trillion Labor Automation Opportunity

The global physical labor market represents a $42 trillion annual opportunity, with many jobs having 150% annual turnover rates. (12:05) When factoring in disability, insurance, and low productivity, warehouse workers cost companies $150,000-200,000 annually. (14:41) Humanoid robots priced at $80,000-100,000 that work 15 hours daily, seven days a week, with no sick days or unions, represent a massive arbitrage opportunity. One 3PL player has already expressed interest in 85,000 humanoids from Figure, representing $8.5 billion in potential annual recurring revenue from a single customer.

Statistics & Facts

  1. Tamarack Global has achieved a 19.2% unicorn hit rate according to Ilya Strybulov's rankings, making them the top-performing seed fund. (00:11)
  2. The global physical labor market is worth $42 trillion annually, with warehouse and logistics jobs experiencing 150% annual turnover rates. (12:05)
  3. When including disability insurance and low productivity, warehouse employees cost companies $150,000-200,000 per year, while humanoid robots could work for $80,000-100,000 annually with 15-hour days and perfect attendance. (14:41)

Compelling Stories

Available with a Premium subscription

Thought-Provoking Quotes

Available with a Premium subscription

Strategies & Frameworks

Available with a Premium subscription

Similar Strategies

Available with a Plus subscription

Additional Context

Available with a Premium subscription

Key Takeaways Table

Available with a Plus subscription

Critical Analysis

Available with a Plus subscription

Books & Articles Mentioned

Available with a Plus subscription

Products, Tools & Software Mentioned

Available with a Plus subscription

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