Subvolts take AI meets biology: Daphne Koller explains how machine learning transforms drug development. Aug 25, 2020
For you
Developers
Learn how AI is being used in complex scientific research beyond typical software applications.
Business
Understand how AI and machine learning are transforming industries like pharmaceuticals and healthcare.
Hype note
3/5Notable

This is a solid interview with a leader in applying AI to a critical scientific field.

Behind The Tech with Kevin Scott · S2 · Ep 24 Episode Official · Microsoft

Daphne Koller, PhD: CEO and founder of insitro

1 h 01 Interview Hosts: Kevin Scott
0:001:01:23

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From Subvolts

Summary and analysis by Subvolts editorial, AI-assisted.

Summary

This episode features Daphne Koller, CEO and founder of insitro, discussing her work at the intersection of machine learning and biology. Koller, a former Stanford professor, is transforming pharmaceutical drug development through digital biology, a field impacting health, agriculture, and biomaterials. The conversation explores her innovative approaches.

Explained simply

Daphne Koller uses computers to help discover new medicines faster. Her company, insitro, combines AI with biology to understand diseases and create better treatments. This work could lead to new ways to improve human health.

Why listen

This episode offers insight into how AI is being applied to solve complex biological problems. Listeners will learn about the emerging field of digital biology and its potential to revolutionize drug discovery and other areas. It is for anyone interested in the practical applications of AI in science and medicine. This connects to frontier labs' increasing focus on AI for scientific research and drug development.

On the mic
  • HostKevin Scott
  • GuestDaphne KollerCEO and founder, insitro
About
Key facts
  • Guest: Daphne Koller, PhD
  • Title: CEO and founder of insitro
  • Show: Behind The Tech with Kevin Scott
  • Length: 61 minutes
  • Guest Background: Former Stanford University professor, MacArthur Fellow, TIME 100 most influential people
Show notes from Microsoft

Former Stanford University professor Daphne Koller's cutting edge work combines machine learning and biology to transform pharmaceutical drug development. Her work at insitro is part of an emerging field - digital biology - that is having an impact on multiple fields, including biomaterial design, agriculture, and human health. This MacArthur Fellow was also named one of TIME Magazine's 100 most influential people.

Click here for transcript of this episode.

Kevin Scott

Jargon decoded
digital biology
Daphne Koller
using computers and data to understand and improve biological processes.
Published
Show
Behind The Tech with Kevin Scott · Microsoft
Length
1 h 01
Companies
Microsoft
Summary by
Subvolts, using an AI model (how we work). Spotted a mistake? Tell us.

Questions people ask

What is Daphne Koller's background?
Daphne Koller is a former Stanford University professor and a MacArthur Fellow.
What is insitro's focus?
Insitro combines machine learning and biology to transform pharmaceutical drug development.

Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Microsoft.