John Jumper: AlphaFold and the Future of Science

Y Combinator Startup Podcast

2025/07/15

Overview Shownote Highlights Transcript Chapters Pins

Shownote

John Jumper on June 16, 2025 at AI Startup School in San Francisco. John Jumper is a physicist-turned-computational biologist who led DeepMind’s AlphaFold team—and earned the 2024 Nobel Prize in Chemistry for solving protein folding, a decades-old scie...

Highlights

In this talk, John Jumper recounts his journey from physics to computational biology and the groundbreaking development of AlphaFold at DeepMind. His work has transformed how scientists predict protein structures, offering new tools for accelerating discovery in biology and medicine.

02:48

AlphaFold has over 35,000 citations and enables new biological discoveries.

15:46

AlphaFold reduced prediction error to about a third compared to other groups.

21:28

MIT's Zhang Lab used AlphaFold to engineer a protein for targeted drug delivery in a mouse brain

Chapters

From Physics to Pioneering AI in Biology

00:00

Cracking the Protein Folding Puzzle with AI

06:10

How AlphaFold Transformed Structural Biology and Medical Research

18:37

Transcript

John Jumper: This is something of a nice change. I've given a lot of scientific talks. And no one claps and cheers when I come on. Not normally, even when I come on. It's really exciting. It's really wonderful to be here. I guess I should start off assumin...