Daphne Koller | How machine learning could save millions of lives

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Strange Loop Podcast

Sana

10 episodes

14 hours ago

Conversations at the edge of artificial intelligence and human knowledge. Hosted by Joel Hellermark.

Technology

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Conversations at the edge of artificial intelligence and human knowledge. Hosted by Joel Hellermark.

Technology

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Daphne Koller | How machine learning could save millions of lives

Strange Loop Podcast

49 minutes 43 seconds

4 months ago

Daphne Koller | How machine learning could save millions of lives

This episode is part of our “Summer Selects” series—curated archival episodes that shifted our perspective and are worth revisiting.

Daphne Koller—AI pioneer, founder of Coursera, and CEO of Insitro—sits down with Sana founder and CEO Joel Hellermark to explore the groundbreaking intersection of digital technology, scientific discovery, and human health.

In this episode of Strange Loop, Daphne shares her inspiring journey from a prodigious student to leading some of the most important advances in AI, education, and biotech. She reveals how machine learning is unlocking the secrets of biology, enabling new treatments, and offering hope for solving some of humanity’s toughest medical challenges.

Daphne also discusses the ethical challenges, the importance of collaboration across fields, and her vision for a future where AI and biology together unlock new possibilities for patients worldwide.

What's in this episode

From early academic prodigy to founding Coursera and Insitro
How AI and massive datasets are transforming drug discovery and biology
Why data quality and removing human bias are key to scientific breakthroughs
The exponential growth curves in AI and genomics—and why we’re at an inflection point
Challenges and opportunities in building high-impact, interdisciplinary teams
The future of healthcare: personalized medicine, early detection, and longer, healthier lives
Reflections on culture, leadership, and inspiring the next generation of scientists and engineers

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Transcript: https://sanalabs.com/strange-loop/daphne-koller

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About Strange Loop

Strange Loop is a podcast about how artificial intelligence is reshaping the systems we live and work in. Each episode features deep, unscripted conversations with thinkers and builders reimagining intelligence, leadership, and the architectures of progress. The goal is not just to follow AI’s trajectory, but to question the assumptions guiding it.

Subscribe for more conversations at the edge of AI and human knowledge.

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Timestamps

(00:00:00) Early days of AI

(00:04:12) Intersecting biology & AI

(00:06:22) Predicting biology

(00:10:12) insitro’s vision

(00:12:30) Harmonizing datasets

(00:13:53) Finding patterns

(00:15:39) Addressing biases

(00:17:02) Importance of finetuning

(00:19:35) Layers of multimodality

(00:21:34) Actionable insights

(00:23:57) Bilingual colleagues

(00:26:14) Biologists’ future

(00:29:25) Eroom’s Law

(00:34:57) Lack of data

(00:39:51) Incentivizing scientists

(00:43:56) Daphne’s motivation

(00:46:40) Future of medicine

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Where to find Daphne

LinkedIn: https://www.linkedin.com/in/daphne-koller-4053a820/
X: https://x.com/daphnekoller

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Where to find Joel

LinkedIn: https://www.linkedin.com/in/joel-hellermark/
X: https://x.com/joelhellermark