02 Feb 2026
21m

E295: Why AI Agents Will Quietly Replace 80% of Investment Teams

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How I Invest with David Weisburd

The podcast explores the role of AI agents in enterprise and investment, focusing on how Micro1 leverages human expertise to train large language models. Ali Ansari, from Micro1, explains that AI model improvements rely heavily on human input, from creating initial internet data to expert data training in specialized fields like medicine and finance. A key challenge for AI agent adoption is implementing robust evaluation frameworks within product development to ensure reliability beyond demo scenarios. Ansari envisions AI agents transforming job functions by handling routine tasks, allowing humans to concentrate on creative and impactful aspects, and emphasizes the importance of focusing on a specific market with high demand, as demonstrated by Micro1's growth when concentrating on data infrastructure for AI labs.

Outlines

Part 1: Micro1, Human Expertise

Part 2: AI Agents, Evaluation, Scaling

Part 3: Future of Work, Safety

Part 4: Strategy, Leadership

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