
In this episode, Peter Lee, President of Microsoft Research, recounts the evolution of AI from early neural networks to today’s large language models, describing how Microsoft recognized OpenAI’s potential early on and invested heavily despite industry skepticism. He explains the technical breakthroughs—deep neural nets, attention mechanisms, and scaling—that transformed speech, vision, and language AI, and reflects on the shift from hype to tangible impact. Lee draws parallels to the transistor’s history, arguing that current AI applications are merely the "tone generators" of a future digital revolution, especially in healthcare where he foresees profound, yet unpredictable, changes. He balances optimism about AI’s societal benefits with caution about risks and the need for responsible development.

In this episode, Othman Laraki, CEO of Color, recounts the company’s three major pivots—from a cancer genetics startup to its current health‑tech platform—highlighting the financial, team, and market challenges each transition entailed. He stresses that while technology and product are...